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Release 2024-04 follow-up #1356

Closed
10 of 11 tasks
stonebig opened this issue Jun 16, 2024 · 14 comments
Closed
10 of 11 tasks

Release 2024-04 follow-up #1356

stonebig opened this issue Jun 16, 2024 · 14 comments

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@stonebig
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stonebig commented Jun 16, 2024

release date: end august (may be delayed early september waiting pytorch and numba)

wanted:

  • technical debt removal:
    • no more NullSoft usage to create the launchers (only mkshim400.py + pywin32)
    • no more inno setup code
    • no more NullSoft installer code
  • Fitness challenge:
    • a slim version < 650 Mo , so it can be checked on virustotal.com
    • standard version < 900 Mo
  • easing Security Checking challenge:
    • releasing a .7z big distro seems now a better idea than .exe, as Windows now supports unpacking .7z
    • as interim, a slim build with .exe format will be provided
  • numpy-2.0.1
  • numpy-2+ may require torch-2.4.1 and numba-0.61 ?

focus:

  • simplification of build and maintenance:
    • drop packages.ini, use only package provided summary
    • further simplification or removal of internal code
    • less packages... less updates to check
    • remove NSIS use for launchers from ALL launchers
    • remove redundant "WinPython Terminal" launcher
    • remove all Inno Setup code
    • Python needs for a build to get down to WinPythondot: flit + packaging + Pywin32
  • simplification of end-user checkings:
    • slim version
    • no auto-executable archives the big version

postpone (no time):

  • jupyterlite more: webnn may be a thing: https://webmachinelearning.github.io/webnn-intro/
  • llm and generative AI: whisper.cpp
  • replacing torch per jax[cpu] would shrink WinPython by 100Mo (or not increase per 200 More) ?
  • WinPythondot being enough to build a WinPython...
  • free-threading effort delayed to 3.14, and eco-system is a big mountain to climb:
    • essential-for-speed patches will only be in 3.14 cycle, 3.13t will have accepted leakages ... it's a Work-in-Process state
    • pyzmq doesn't support multi-threads
    • so... no cython, no jupyterlab (until pyzmq replaced), .... hummmm end-game is looking year 2026
  • free-threading test:
  • llm: AI agents and the 7b models, whispers made easy coming to town ?

Direction:

  • Help to Python Sustainability improvement:
  • Help to Python Reachability:
  • PEP-751:
    • WinPython ideal world is to shrink to a toml file specifying package/version/hash
@stonebig
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stonebig commented Jun 16, 2024

audit-trail:

  • shrink summary of packages to a real summary size limit
  • simplify code and maintainance by droping packages.ini use out of piptree and wppm
  • rewire package() to a shrunk summary made from piptree
  • CLEAN-UP: remove unused utils.py function: set-env, get_env
  • pip-24.1.1 (needed for free-threading)
  • python-3.13.0b3 may have had some love, but free-threading remains too far for cython (and tkinter)
  • pip-24.1.1 didn't speed-up build... actually resolution was already fast, most time was/is installing packages
  • free-threading testing:
    • no visible progress on performance
    • no success on cython fib.py test
    • ... feels a 3.14.0a3 thing, for Windows
  • reduce free-threading patches to python313t.exe copied over python.exe
  • fix wppm -r not showing that langchain depends on numpy
  • scipy-1.14.0 / numpy-2.0 not fully ok , and pyomo + langchain not compatible ...
  • .. and again packages updates makes it 20Mo heavier

b1 (2024-06-30)

  • Polars-1.1
  • Trio-0.26.0
  • Keras-3.4.1
  • matplotlib-3.9.1
  • NUMPY2, remove not ready packages: langchain, pyomo
  • numpy-2.0.0
  • shrink to a slim variant in < 650 Mo:
    • regime v01: nodejs, pandoc, virtualenv, maturin, gdal pygame, moviepy, imageio-ffmpeg,... 698 Mo
    • regime v02: ortools ... 603 Mo
    • regime v03: re-add pandoc, maturin ~= 620 Mo, so 5% margins
  • shrink to fit in <900 Mo:
    • regime v01: ortools, gdal, moviepy
  • use the "my_create_installer=7zip.7z" option to generate both ".7z" and ".exe" auto-extract archives
  • remarks:

b2 (2024-07-15)

  • experimenting .7z -mx6 compression (default was -mx5): 857 Mo vs 873 Mo... 2% gain if we fall to this need, with apparently no slower build time
  • slim and .7z feedback: bigger than 650Mo thing must not be a .exe thing anymore
  • torch-2.4.0-1
  • pymoo-0.6.1.3 (numpy-2 compat)
  • polars-1.4.0
  • numpy-2.0.1
  • NUMPY-2 compat: ortools re-added, torchvision removed for now Windows unittest jobs fail due to numpy 2 dependency issue pytorch/vision#8531
  • jupyterlab-4.2.4
  • python-3.13.0rc1

b3 (2024-08-04)

  • pyzmq just released their first free-threading wheels....for linux and macos only
  • python-3.12.5
  • pip-24.2 (hopefully a tiny speed-up)
  • WPPM: further clean-up package() code
  • python-3.11.9 dot version
  • looking further into downloads: keep only .7z for the big one, back to .exe for the others
    relocatable/57166/7

b4 (2024-08-15)

  • integrate shimmy ugly icon creator in main.py
  • integrate uglyly updateExecutableIcon.py in main.py
  • switch launchers with icons to new Nullsoft-free method:
    • "WinPython Command Prompt"
    • "WinPython Control Panel"
    • "WinPython Interpreter"
    • "VSCode"
  • find a less-bad solution for no window (a very temporary window is acceptable for now)
  • switch other launchers with icons to new Nullsoft-free method for:
    • "IDLE (Python GUI)"
    • "WinPython Powershell Prompt"
  • suppress "WinPython Terminal" icon: like WinPython Powershell now , remains 4 NSIS made icons
  • switch next two launchers with icons to new Nullsoft-free method:
    • "Jupyterlab"
    • "Jupyter Notebook"
    • remark: env_for_icon.bat is modified for the NSIS free launchers not to start at the icon directory
  • switch last launchers with icons to new Nullsoft-free method:
    • "Spyder"
    • "Spyder Reset"
  • remove last use of noshell.vbs
  • following Someone's code in Notebooks in 2024-03 release #1376 , removing the included examples
  • wheel-0.44.0, setuptools-0.72.2 (1Mo bigger)
  • remove NSIS and 7zip mandatory presence in make.py

b5 (2024-08-24: the big NSIS removal)

  • re-create mkshim.py from zero with 240 characters limit.. so there is no magic, but resulting icons are 70k bigger (apparently that is life )
  • oups! re-name Spyder and SpyderReset launchers without the "shimmy" postfix
  • FAIL: search if further solution to remaining temporary background dos window for IDLE+Spyder.. apparently not for now , if we try to be simpler
  • make the Drag&Drop work again with the new solution of icon creation
  • keras-3.5.0 better support numpy-2.0
  • matplotlib-3.9.2 better support... windows
  • polars-1.6.0 (supports altair), altair-5.4.1 +narwhals-1.5.5
  • openai-1.42.0, scipy-1.14.1
  • stabilize code using mkshim400.py, document current https://github.com/stonebig/shimmy/tree/shimmy240
  • black-24.8.0 supports Python-3.13

b6 (2024-09-01: new launchers support Drag&Drop)

  • handle working-directory change or not, with a single mkshim400.py
  • clean-up mkshim final solution
  • move it back as a shimmy400 project in WinPython, with main branch "main"
  • integrate the icon addition in mkshim400.py (via shimmy400 project), by transfering code from make.py
  • remove all "Inno Setup / iscc" part, so make.py is back same size before shimmy400 method
  • remove "Nullsoft / NSIS" installer option (keep icon creation this cycle)
  • torch-2.4.1
  • Python-3.12.6
  • remove dash, as Plotly as a whole seems not jupyterlab-4 oriented
  • Python-3.13.0rc2
  • Spyder-5.5.6 (oups! missed the sunday boat, will have to re-spin)
  • waah: Windows 11 introduced the ability to compress files in the .7z format starting version 24H2

rc (2024-09-09)

postpone:

  • numba-0.61 said necessary for numpy-2 novelties support ?
  • panel-1.5.0

@stonebig stonebig pinned this issue Jun 16, 2024
@stonebig
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stonebig commented Jun 30, 2024

WinPython 2024-04 b1 (2024-06-30)

Changes from WinPython 2024-03 :

  • Infrastructure:
    • further clean-up of dead code
    • pip-24.1.1
    • python-3.13.0b3 and removes most of early patches for free-threading
    • fix bug in wppm -r impeaching to see langchain <- numpy
  • New Packages:
  • Upgraded Packages:
    • nodejs-v20.14.0 (note that a security fix is to be published july 2nd per nodejs.org)
    • tornado-6.4.1, ortools-0.10 (this time)
    • numpy-1.26.4 remains because langchain and pyomo impose numpy<2 ...
  • Removed Packages:

Areas of particular interest for testers:

  • python-3.13.0b3
  • pip-24.1.1

Next build:

  • reducing further code & infrastructure to carry on,
  • deciding on the numpy-2 and torch-2.3 [mkl] problem

binaries at:

MD5 SHA-1 SHA-256 Binary Size blake2b-256
2338cf24f9644a2f6078861b77863319 db879b5e9275b915dd8c9b539e4e14b6281e27ef 0eb6c308cb50a03e8be53325d7bafacf562e2c87db661135399924c5bc683356 Winpython64-3.12.4.2dotb1.exe 23 702 042 Bytes 99fa7f1890bbf2389e4dfdcb3fd3f46aa01e2080edb80e314892e4a829f114a0
417f49ad012e103ef8803e080f940622 8c20bca9e18eda8964cfb5660e11428dc5601e94 79651bb8859fdeb52c9075b94d19717eefa2aefbcfa5d65935744a0e615713d9 Winpython64-3.12.4.2b1.exe 928 045 247 Bytes 84dcec10d9a377d8f1af9b21fe71b6ed367594153717683048f32c284b084b58
afe5f3cb040231ba7e4b6894687ff312 2f5e385d1d26c32b34f1618067c5b7021a4f4ceb 8471aa49e985d22af225584a727d16c02bb3af67baa581e902e0e2ef1cbbdb6c Winpython64-3.13.0.1dotb3.exe 23 696 999 Bytes de5344f12bd53a686ddffe3cc3cab668242cbaa537e69d84f0b29fd7d36a3dbd
cc30e720c91c36c6e1de8f339f8fdfee da98618271c61484b6d5a10330b133bb9a75e3bf 778b4a2d1ae9f9fc11af1f013713c684c0671b3c4be06b54ba3fc714201e1474 Winpython64-3.13.0.1freeb3.exe 32 193 701 Bytes f5f0e9a1f93cf5403005ad913799b7d940604c11345c0085fe0532b3173107a5

WinPython 3.12.4.2

The following packages are included in WinPython-64bit v3.12.4.2 b1.

Tools

Name Version Description
Nodejs v20.14.0 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 10.7.0 a package manager for JavaScript
Pandoc 3.1.9 a universal document converter

Python packages

Name Version Description
Python 3.12.4 Python programming language with standard library
about_time 4.2.1 Easily measure timing and throughput of code blocks, with beautiful human friendly representations.
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
accelerate 0.28.0 Accelerate
adbc_driver_manager 0.11.0 A generic entrypoint for ADBC drivers.
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 23.2.1 File support for asyncio.
aiohttp 3.9.5 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
alive_progress 3.1.5 A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
altair 5.3.0 Vega-Altair: A declarative statistical visualization library for Python.
altair_data_server 0.4.1 A background data server for Altair charts.
altair_transform 0.2.0 A python engine for evaluating Altair transforms.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anyio 4.4.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.7.1 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.0 Astronomy and astrophysics core library
astropy_iers_data 0.2024.4.29.0.28.48 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
async_timeout 4.0.3 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autograd 1.6.2 Efficiently computes derivatives of numpy code.
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.1 Microsoft Azure Core Library for Python
azure_cosmos 4.6.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.0 Microsoft Azure Identity Library for Python
babel 2.15.0 Internationalization utilities
baresql 0.8.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.4.2 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.7.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.4.1 Interactive plots and applications in the browser from Python
botorch 0.9.5 Bayesian Optimization in PyTorch
branca 0.7.2 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.1 A simple, correct Python build frontend
cachelib 0.13.0 A collection of cache libraries in the same API interface.
cachetools 5.3.3 Extensible memoizing collections and decorators
cartopy 0.23.0 A Python library for cartographic visualizations with Matplotlib
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.16.0 Foreign Function Interface for Python calling C code.
cftime 1.6.3 Time-handling functionality from netcdf4-python
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.3.2 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.9.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
clr_loader 0.2.6 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
cma 3.2.2 CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.2.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
coverage 7.5.3 Code coverage measurement for Python
cryptography 41.0.5 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.5.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.10 The Cython compiler for writing C extensions in the Python language.
cytoolz 0.12.3 Cython implementation of Toolz: High performance functional utilities
dash 2.17.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2024.5.2 Parallel PyData with Task Scheduling
dask_expr 1.1.2 High Level Expressions for Dask
dask_image 2024.5.3 Distributed image processing
datasette 0.64.6 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.2 Data visualization toolchain based on aggregating into a grid
db_py 0.5.4b1 a db package that doesn't suck
deap 1.4.1 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 4.4.2 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries
dill 0.3.7 serialize all of Python
dirty_cat 0.4.1 Machine learning with dirty categories.
distlib 0.3.8 Distribution utilities
distributed 2024.5.2 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.6 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docopt 0.6.2 Pythonic argument parser, that will make you smile
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.20.1 Docutils -- Python Documentation Utilities
duckdb 1.0.0 DuckDB in-process database
ecos 2.0.13 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
email_validator 2.1.1 A robust email address syntax and deliverability validation library.
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
executing 2.0.1 Get the currently executing AST node of a frame, and other information
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.111.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastapi_cli 0.0.4 Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.9.5 Fiona reads and writes spatial data files
flake8 7.0.0 the modular source code checker: pep8 pyflakes and co
flask 3.0.3 A simple framework for building complex web applications.
flask_mail 0.9.1 Flask extension for sending email
flask_session 0.5.0 Server-side session support for Flask
flask_sqlalchemy 3.0.5 Add SQLAlchemy support to your Flask application.
flit 3.9.0 A simple packaging tool for simple packages.
flit_core 3.9.0 Distribution-building parts of Flit. See flit package for more information
folium 0.16.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.51.0 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.4.1 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.3.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
gdal 3.7.3 GDAL: Geospatial Data Abstraction Library
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 0.14.4 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
gpytorch 1.11 An implementation of Gaussian Processes in Pytorch
grapheme 0.6.0 Unicode grapheme helpers
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.0.3 Lightweight in-process concurrent programming
guidata 3.5.2 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.10.0 Read and write HDF5 files from Python
hatchling 1.24.2 Modern, extensible Python build backend
holoviews 1.19.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.2 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httptools 0.6.1 A collection of framework independent HTTP protocol utils.
httpx 0.27.0 The next generation HTTP client.
huggingface_hub 0.23.0 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.10.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.100.5 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imageio_ffmpeg 0.4.8 FFMPEG wrapper for Python
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.12.3 Toolbox for imbalanced dataset in machine learning.
immutabledict 4.2.0 Immutable wrapper around dictionaries (a fork of frozendict)
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.2 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.4 IPython Kernel for Jupyter
ipyleaflet 0.19.1 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.4 Matplotlib Jupyter Extension
ipython 8.25.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.3 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 5.3.0 Useful decorators and context managers
jaraco_functools 4.0.1 Functools like those found in stdlib
jaxtyping 0.2.22 Type annotations and runtime checking for shape and dtype of JAX arrays, and PyTrees.
jedi 0.19.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.0.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpatch 1.33 Apply JSON-Patches (RFC 6902)
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.1 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.1 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.2.2 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.2 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.11 Jupyter interactive widgets for JupyterLab
keras 3.3.3 Multi-backend Keras.
keyring 25.2.1 Store and access your passwords safely.
kiwisolver 1.4.5 A fast implementation of the Cassowary constraint solver
kornia 0.7.2 Open Source Differentiable Computer Vision Library for PyTorch
kornia_rs 0.1.3 Low level implementations for computer vision in Rust
langchain 0.2.5 Building applications with LLMs through composability
langchain_core 0.2.7 Building applications with LLMs through composability
langchain_text_splitters 0.2.1 LangChain text splitting utilities
langsmith 0.1.77 Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
lightning 2.2.1 The Deep Learning framework to train, deploy, and ship AI products Lightning fast.
lightning_utilities 0.10.0 PyTorch Lightning Sample project.
linear_operator 0.5.1 A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.43.0 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
lxml 5.2.2 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.9.0 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.5.1 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
ml_dtypes 0.4.0
mlxtend 0.22.0 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
moviepy 1.0.3 Video editing with Python
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.24.1 The Microsoft Authentication Library (MSAL) for Python library
msal_extensions 1.0.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.0.4 MessagePack serializer
msvc_runtime 14.40.33807 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.5 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.10.0 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
netcdf4 1.6.5 Provides an object-oriented python interface to the netCDF version 4 library
networkx 3.3 Python package for creating and manipulating graphs and networks
nltk 3.8.1 Natural Language Toolkit
notebook 7.2.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.60.0 compiling Python code using LLVM
numexpr 2.10.0 Fast numerical expression evaluator for NumPy
numpy 1.26.4 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.33.0 The official Python library for the openai API
opencv_python 4.10.0.82 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
opt_einsum 3.3.0 Optimizing numpys einsum function
optree 0.11.0 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.9.15 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
ortools 9.10.4067 Google OR-Tools python libraries and modules
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.1 Core utilities for Python packages
pandas 2.2.2 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.4.4 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.0 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 10.3.0 Python Imaging Library (Fork)
pims 0.6.1 Python Image Sequence
pint 0.23 Physical quantities module
pip 24.1.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.9.6 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.22.0 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.3.0 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.4 Python's forecast::auto.arima equivalent
polars 0.20.31 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
portpicker 1.5.0 A library to choose unique available network ports.
ppci 0.5.9 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
proglog 0.1.10 Log and progress bar manager for console, notebooks, web...
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.43 Library for building powerful interactive command lines in Python
protobuf 5.26.1
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.26 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 16.1.0 Python library for Apache Arrow
pyaudio 0.2.14 Cross-platform audio I/O with PortAudio
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.12.0 Seamless operability between C++11 and Python
pycodestyle 2.11.1 Python style guide checker
pycosat 0.6.6 bindings to picosat (a SAT solver)
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.7.4 Data validation using Python type hints
pydantic_core 2.18.4 Core functionality for Pydantic validation and serialization
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyepsg 0.4.0 Easy access to the EPSG database via http://epsg.io/
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygame 2.5.2 Python Game Development
pygments 2.18.0 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.7.2 Python driver for MongoDB http://www.mongodb.org
pymoo 0.6.1.1 Multi-Objective Optimization in Python
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.1.0 DB API module for ODBC
pyomo 6.7.2 Pyomo: Python Optimization Modeling Objects
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.1.2 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 3.15.2 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pypng 0.20220715.0 Pure Python library for saving and loading PNG images
pyproj 3.6.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.13.0 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyro_api 0.1.2 Generic API for dispatch to Pyro backends.
pyro_ppl 1.9.0 A Python library for probabilistic modeling and inference
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.1 Pure Python read/write support for ESRI Shapefile format
pysimplegui 4.60.4 Python GUIs for Humans
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pytest 8.2.0 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.11.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 6.1.2 A Python slugify application that also handles Unicode
pythonnet 3.0.3 .NET and Mono integration for Python
pythonqwt 0.12.5 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytorch_lightning 2.2.1 PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate.
pytz 2023.3 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 3.0.2 A JupyterLab extension for rendering HoloViz content.
pywin32 306 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.12 Pseudo terminal support for Windows from Python.
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0.1 YAML parser and emitter for Python
pyzmq 26.0.3 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qpsolvers 4.3.0 Quadratic programming solvers in Python with a unified API.
qrcode 7.4.2 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.5.3 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.5.2 rapid fuzzy string matching
rasterio 1.3.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis database and key-value store
referencing 0.31.1 JSON Referencing + Python
regex 2023.10.3 Alternative regular expression module, to replace re.
reportlab 4.2.0 The Reportlab Toolkit
requests 2.32.3 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
retrying 1.3.4 Retrying
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.7.1 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.13.2 Python bindings to Rust's persistent data structures (rpds)
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
safetensors 0.4.2
scikit_image 0.23.2 Image processing in Python
scikit_learn 1.5.0 A set of python modules for machine learning and data mining
scipy 1.13.1 Fundamental algorithms for scientific computing in Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.4.post1 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 70.0.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.4 Manipulation and analysis of geometric objects
shellingham 1.5.0.post1 Tool to Detect Surrounding Shell
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.19.2 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
slicerator 1.1.0 A lazy-loading, fancy-sliceable iterable.
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.6 Play and Record Sound with Python
soupsieve 2.5 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.2.6 Python documentation generator
sphinx_rtd_theme 2.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.9 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.5 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.30 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.36 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.4.3 A non-validating SQL parser.
sspyrs 0.3 Lightweight interface for SSRS reports to python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.37.2 The little ASGI library that shines.
statsmodels 0.14.2 Statistical computations and models for Python
streamlit 1.36.0 A faster way to build and share data apps
streamz 0.6.3 Streams
swifter 1.3.4 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.12.1 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2023.7.18 Read and write TIFF files
tinycss2 1.1.1 A tiny CSS parser
tokenizers 0.15.1
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.12.3 Style preserving TOML library
toolz 0.12.0 List processing tools and functional utilities
torch 2.2.2 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 2.2.2 An audio package for PyTorch
torchmetrics 1.3.2 PyTorch native Metrics
torchvision 0.17.2 image and video datasets and models for torch deep learning
tornado 6.4.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
transformers 4.38.2 State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
trio 0.25.1 A friendly Python library for async concurrency and I/O
trove_classifiers 2023.2.20 Canonical source for classifiers on PyPI (pypi.org).
twine 4.0.1 Collection of utilities for publishing packages on PyPI
typeguard 2.13.3 Run-time type checker for Python
typer 0.12.3 Typer, build great CLIs. Easy to code. Based on Python type hints.
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
typing_extensions 4.9.0 Backported and Experimental Type Hints for Python 3.8+
tzdata 2022.7 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.8.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.1 Uniform Manifold Approximation and Projection
uncertainties 3.1.7 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template 1.2.0 RFC 6570 URI Template Processor
urllib3 2.0.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.29.0 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.26.2 Virtual Python Environment builder
waitress 2.1.2 Waitress WSGI server
wasmer 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_cranelift 1.1.0 Python extension to run WebAssembly binaries
wasmer_compiler_singlepass 1.1.0 Python extension to run WebAssembly binaries
watchdog 2.2.0 Filesystem events monitoring
watchfiles 0.21.0 Simple, modern and high performance file watching and code reload in python.
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 1.12 A library for working with color names and color values formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 12.0 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.0.3 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.43.0 A built-package format for Python
widgetsnbextension 4.0.11 Jupyter interactive widgets for Jupyter Notebook
winpython 9.0.20240629 WinPython distribution tools, including WPPM
wordcloud 1.9.3 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2024.6.0 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.7.2 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.17.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.22.0 Zstandard bindings for Python

History of changes for WinPython-64bit 3.12.4.2

The following changes were made to WinPython-64bit distribution since version 3.12.4.1.

Tools

Upgraded packages:

  • Nodejs v20.12.2 → v20.14.0 (a JavaScript runtime built on Chrome's V8 JavaScript engine)

  • npmjs 10.5.0 → 10.7.0 (a package manager for JavaScript)

Python packages

New packages:

Upgraded packages:

  • arrow 1.2.2 → 1.3.0 (Better dates & times for Python)

  • guidata 3.5.0 → 3.5.2 (Automatic GUI generation for easy dataset editing and display)

  • ipywidgets 8.1.2 → 8.1.3 (Jupyter interactive widgets)

  • ortools 9.8.3296 → 9.10.4067 (Google OR-Tools python libraries and modules)

  • pip 24.0 → 24.1.1 (The PyPA recommended tool for installing Python packages.)

  • protobuf 4.25.1 → 5.26.1 ()

  • pydantic 2.7.1 → 2.7.4 (Data validation using Python type hints)

  • pydantic_core 2.18.2 → 2.18.4 (Core functionality for Pydantic validation and serialization)

  • pythonqwt 0.12.1 → 0.12.5 (Qt plotting widgets for Python)

  • requests 2.31.0 → 2.32.3 (Python HTTP for Humans.)

  • setuptools 69.5.1 → 70.0.0 (Easily download, build, install, upgrade, and uninstall Python packages)

  • sqlalchemy 2.0.28 → 2.0.30 (Database Abstraction Library)

  • streamlit 1.35.0 → 1.36.0 (A faster way to build and share data apps)

  • tornado 6.4 → 6.4.1 (Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.)

  • widgetsnbextension 4.0.10 → 4.0.11 (Jupyter interactive widgets for Jupyter Notebook)

  • winpython 8.2.20240618 → 9.0.20240629 (WinPython distribution tools, including WPPM)


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stonebig commented Jul 13, 2024

WinPython 2024-04 b2 (2024-07-14)

Changes from WinPython 2024-04 b1 :

  • Infrastructure:
    • a WinPython Slim branch is made, which objective is to remain below virustotal.com upload limit (650 Mo):
      • packages droped in order to do so: ortools, torch, nodejs
      • and replacing the ".exe" auto-extractable 7zip, per just a .7z archive (for b2, there will be both flavors)
      • .... and we reach green on VirusTotal (but everyone shall assume there is some randomness in any anti-virus "conclusions": yes = good, bad = even better like in weather.com, I_don't_know = worst)
    • WinPython bigger cannot exceed 900Mo (same disease for Anaconda by the way):
      • dropped ortools to do so
    • switch to numpy-2, so currently droped langchain and pyomo
  • New Packages:
  • Upgraded Packages:
    • nodejs-v20.15.1
    • numpy-2.0, matplotlib-3.9.1, torch-2.3.1 (and its mkl)
    • scikit-learn-1.15.1, scikit-image-0.24.0, scipy-1.14.0
  • Removed Packages (the big downsizing):
    • ortools (sad but what else), dask-image, opengl, supersmoother, ...
    • on slim version: nodejs, torch eco-system

Areas of particular interest for testers:

  • the "slim" ".7z": no more auto-unpack, below 650 Mo so it can be pre-checked by Cloud + Local method,
  • does the slim removed an important feature for users ?
  • numpy-2 effect

Next build:

  • tuning further packages list to carry on,
  • observations from .7z and .exe publications
  • Python-3.13.0b4
  • classic version is still 40 Mo too big to remain below 900 Mo this year
  • uv vs pip state ?

Binaries at:

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WinPython 3.12.4.2slim

The following packages are included in WinPython-64bit v3.12.4.2slim b2.

Tools

Name Version Description
Pandoc 3.1.9 a universal document converter

Python packages

Name Version Description
Python 3.12.4 Python programming language with standard library
about_time 4.2.1 Easily measure timing and throughput of code blocks, with beautiful human friendly representations.
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
adbc_driver_manager 0.11.0 A generic entrypoint for ADBC drivers.
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 23.2.1 File support for asyncio.
aiohttp 3.9.5 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
alive_progress 3.1.5 A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
altair 5.3.0 Vega-Altair: A declarative statistical visualization library for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anyio 4.4.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.7.1 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.0 Astronomy and astrophysics core library
astropy_iers_data 0.2024.4.29.0.28.48 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
async_timeout 4.0.3 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autograd 1.6.2 Efficiently computes derivatives of numpy code.
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.2 Microsoft Azure Core Library for Python
azure_cosmos 4.7.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.1 Microsoft Azure Identity Library for Python
babel 2.15.0 Internationalization utilities
baresql 0.8.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.4.2 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.7.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.4.1 Interactive plots and applications in the browser from Python
branca 0.7.2 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.1 A simple, correct Python build frontend
cachelib 0.13.0 A collection of cache libraries in the same API interface.
cachetools 5.3.3 Extensible memoizing collections and decorators
cartopy 0.23.0 A Python library for cartographic visualizations with Matplotlib
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.16.0 Foreign Function Interface for Python calling C code.
cftime 1.6.3 Time-handling functionality from netcdf4-python
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.3.2 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.9.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
clr_loader 0.2.6 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
cma 3.2.2 CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.2.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
cryptography 41.0.5 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.5.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.10 The Cython compiler for writing C extensions in the Python language.
cytoolz 0.12.3 Cython implementation of Toolz: High performance functional utilities
dash 2.17.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2024.5.2 Parallel PyData with Task Scheduling
dask_expr 1.1.2 High Level Expressions for Dask
datasette 0.64.6 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.2 Data visualization toolchain based on aggregating into a grid
db_py 0.5.4b1 a db package that doesn't suck
deap 1.4.1 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 5.1.1 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries
dill 0.3.7 serialize all of Python
dirty_cat 0.4.1 Machine learning with dirty categories.
distributed 2024.5.2 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.6 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docopt 0.6.2 Pythonic argument parser, that will make you smile
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.20.1 Docutils -- Python Documentation Utilities
duckdb 1.0.0 DuckDB in-process database
ecos 2.0.13 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
email_validator 2.1.1 A robust email address syntax and deliverability validation library.
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
executing 2.0.1 Get the currently executing AST node of a frame, and other information
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.111.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastapi_cli 0.0.4 Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.9.5 Fiona reads and writes spatial data files
flake8 7.0.0 the modular source code checker: pep8 pyflakes and co
flask 3.0.3 A simple framework for building complex web applications.
flask_mail 0.9.1 Flask extension for sending email
flask_session 0.5.0 Server-side session support for Flask
flask_sqlalchemy 3.0.5 Add SQLAlchemy support to your Flask application.
flit 3.9.0 A simple packaging tool for simple packages.
flit_core 3.9.0 Distribution-building parts of Flit. See flit package for more information
folium 0.16.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.51.0 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.4.1 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.3.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 0.14.4 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
grapheme 0.6.0 Unicode grapheme helpers
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.0.3 Lightweight in-process concurrent programming
guidata 3.5.2 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.10.0 Read and write HDF5 files from Python
hatchling 1.25.0 Modern, extensible Python build backend
holoviews 1.19.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.2 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httptools 0.6.1 A collection of framework independent HTTP protocol utils.
httpx 0.27.0 The next generation HTTP client.
huggingface_hub 0.23.0 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.10.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.100.5 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.12.3 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.2 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.4 IPython Kernel for Jupyter
ipyleaflet 0.19.1 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.4 Matplotlib Jupyter Extension
ipython 8.25.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.3 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 5.3.0 Useful decorators and context managers
jaraco_functools 4.0.1 Functools like those found in stdlib
jedi 0.19.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.0.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.1 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.1 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.2.2 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.2 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.11 Jupyter interactive widgets for JupyterLab
keras 3.4.1 Multi-backend Keras.
keyring 25.2.1 Store and access your passwords safely.
kiwisolver 1.4.5 A fast implementation of the Cassowary constraint solver
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.43.0 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
lxml 5.2.2 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.9.1 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.5.1 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
ml_dtypes 0.4.0
mlxtend 0.22.0 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.28.1 The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
msal_extensions 1.0.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.0.4 MessagePack serializer
msvc_runtime 14.40.33807 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.5 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.10.1 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
netcdf4 1.6.5 Provides an object-oriented python interface to the netCDF version 4 library
networkx 3.3 Python package for creating and manipulating graphs and networks
nltk 3.8.1 Natural Language Toolkit
notebook 7.2.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.60.0 compiling Python code using LLVM
numexpr 2.10.0 Fast numerical expression evaluator for NumPy
numpy 2.0.0 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.33.0 The official Python library for the openai API
opencv_python 4.10.0.82 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
optree 0.11.0 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.9.15 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.1 Core utilities for Python packages
pandas 2.2.2 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.4.4 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.0 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 10.3.0 Python Imaging Library (Fork)
pint 0.23 Physical quantities module
pip 24.1.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.9.6 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.22.0 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.3.0 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
pmdarima 2.0.4 Python's forecast::auto.arima equivalent
polars 1.1.0 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
ppci 0.5.9 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.43 Library for building powerful interactive command lines in Python
protobuf 5.26.1
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.26 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 16.1.0 Python library for Apache Arrow
pyaudio 0.2.14 Cross-platform audio I/O with PortAudio
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.12.0 Seamless operability between C++11 and Python
pycodestyle 2.11.1 Python style guide checker
pycosat 0.6.6 bindings to picosat (a SAT solver)
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.7.4 Data validation using Python type hints
pydantic_core 2.18.4 Core functionality for Pydantic validation and serialization
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygments 2.18.0 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.7.2 Python driver for MongoDB http://www.mongodb.org
pymoo 0.6.1.1 Multi-Objective Optimization in Python
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.1.0 DB API module for ODBC
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.1.2 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 3.15.2 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pypng 0.20220715.0 Pure Python library for saving and loading PNG images
pyproj 3.6.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.13.0 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.1 Pure Python read/write support for ESRI Shapefile format
pysimplegui 4.60.4 Python GUIs for Humans
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pytest 8.2.0 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.11.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 6.1.2 A Python slugify application that also handles Unicode
pythonnet 3.0.3 .NET and Mono integration for Python
pythonqwt 0.12.6 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytz 2023.3 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 3.0.2 A JupyterLab extension for rendering HoloViz content.
pywin32 306 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.12 Pseudo terminal support for Windows from Python.
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0.1 YAML parser and emitter for Python
pyzmq 26.0.3 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qrcode 7.4.2 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.5.3 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.5.2 rapid fuzzy string matching
rasterio 1.3.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis database and key-value store
referencing 0.31.1 JSON Referencing + Python
regex 2023.10.3 Alternative regular expression module, to replace re.
reportlab 4.2.0 The Reportlab Toolkit
requests 2.32.3 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
retrying 1.3.4 Retrying
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.7.1 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.13.2 Python bindings to Rust's persistent data structures (rpds)
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_image 0.24.0 Image processing in Python
scikit_learn 1.5.1 A set of python modules for machine learning and data mining
scipy 1.14.0 Fundamental algorithms for scientific computing in Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.4.post1 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 70.0.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.4 Manipulation and analysis of geometric objects
shellingham 1.5.0.post1 Tool to Detect Surrounding Shell
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.19.2 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.6 Play and Record Sound with Python
soupsieve 2.5 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.2.6 Python documentation generator
sphinx_rtd_theme 2.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.9 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.5 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.30 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.36 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.4.3 A non-validating SQL parser.
sspyrs 0.3 Lightweight interface for SSRS reports to python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.37.2 The little ASGI library that shines.
statsmodels 0.14.2 Statistical computations and models for Python
streamlit 1.36.0 A faster way to build and share data apps
streamz 0.6.3 Streams
swifter 1.3.4 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.12.1 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2023.7.18 Read and write TIFF files
tinycss2 1.1.1 A tiny CSS parser
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.12.3 Style preserving TOML library
toolz 0.12.0 List processing tools and functional utilities
tornado 6.4.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
trio 0.26.0 A friendly Python library for async concurrency and I/O
trove_classifiers 2023.2.20 Canonical source for classifiers on PyPI (pypi.org).
twine 4.0.1 Collection of utilities for publishing packages on PyPI
typer 0.12.3 Typer, build great CLIs. Easy to code. Based on Python type hints.
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
typing_extensions 4.9.0 Backported and Experimental Type Hints for Python 3.8+
tzdata 2022.7 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.8.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.1 Uniform Manifold Approximation and Projection
uncertainties 3.1.7 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template 1.2.0 RFC 6570 URI Template Processor
urllib3 2.0.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.29.0 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
waitress 2.1.2 Waitress WSGI server
watchdog 2.2.0 Filesystem events monitoring
watchfiles 0.21.0 Simple, modern and high performance file watching and code reload in python.
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 1.12 A library for working with color names and color values formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 12.0 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.0.3 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.43.0 A built-package format for Python
widgetsnbextension 4.0.11 Jupyter interactive widgets for Jupyter Notebook
winpython 9.1.20240714 WinPython distribution tools, including WPPM
wordcloud 1.9.3 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2024.6.0 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.7.2 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.17.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.22.0 Zstandard bindings for Python

WinPython 3.12.4.2

The following packages are included in WinPython-64bit v3.12.4.2 b2.

Tools

Name Version Description
Nodejs v20.15.1 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 10.7.0 a package manager for JavaScript
Pandoc 3.1.9 a universal document converter

Python packages

Name Version Description
Python 3.12.4 Python programming language with standard library
about_time 4.2.1 Easily measure timing and throughput of code blocks, with beautiful human friendly representations.
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
accelerate 0.28.0 Accelerate
adbc_driver_manager 0.11.0 A generic entrypoint for ADBC drivers.
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 23.2.1 File support for asyncio.
aiohttp 3.9.5 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
alive_progress 3.1.5 A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
altair 5.3.0 Vega-Altair: A declarative statistical visualization library for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anyio 4.4.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.7.1 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.0 Astronomy and astrophysics core library
astropy_iers_data 0.2024.4.29.0.28.48 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
async_timeout 4.0.3 Timeout context manager for asyncio programs
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autograd 1.6.2 Efficiently computes derivatives of numpy code.
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.2 Microsoft Azure Core Library for Python
azure_cosmos 4.7.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.1 Microsoft Azure Identity Library for Python
babel 2.15.0 Internationalization utilities
baresql 0.8.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.4.2 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.7.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.4.1 Interactive plots and applications in the browser from Python
botorch 0.9.5 Bayesian Optimization in PyTorch
branca 0.7.2 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.1 A simple, correct Python build frontend
cachelib 0.13.0 A collection of cache libraries in the same API interface.
cachetools 5.3.3 Extensible memoizing collections and decorators
cartopy 0.23.0 A Python library for cartographic visualizations with Matplotlib
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.16.0 Foreign Function Interface for Python calling C code.
cftime 1.6.3 Time-handling functionality from netcdf4-python
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.3.2 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.9.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
clr_loader 0.2.6 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
cma 3.2.2 CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.2.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
coverage 7.5.3 Code coverage measurement for Python
cryptography 41.0.5 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.5.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.10 The Cython compiler for writing C extensions in the Python language.
cytoolz 0.12.3 Cython implementation of Toolz: High performance functional utilities
dash 2.17.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2024.5.2 Parallel PyData with Task Scheduling
dask_expr 1.1.2 High Level Expressions for Dask
datasette 0.64.6 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.2 Data visualization toolchain based on aggregating into a grid
db_py 0.5.4b1 a db package that doesn't suck
deap 1.4.1 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 5.1.1 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries
dill 0.3.7 serialize all of Python
dirty_cat 0.4.1 Machine learning with dirty categories.
distlib 0.3.8 Distribution utilities
distributed 2024.5.2 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.6 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docopt 0.6.2 Pythonic argument parser, that will make you smile
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.20.1 Docutils -- Python Documentation Utilities
duckdb 1.0.0 DuckDB in-process database
ecos 2.0.13 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
email_validator 2.1.1 A robust email address syntax and deliverability validation library.
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
executing 2.0.1 Get the currently executing AST node of a frame, and other information
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.111.0 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastapi_cli 0.0.4 Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.9.5 Fiona reads and writes spatial data files
flake8 7.0.0 the modular source code checker: pep8 pyflakes and co
flask 3.0.3 A simple framework for building complex web applications.
flask_mail 0.9.1 Flask extension for sending email
flask_session 0.5.0 Server-side session support for Flask
flask_sqlalchemy 3.0.5 Add SQLAlchemy support to your Flask application.
flit 3.9.0 A simple packaging tool for simple packages.
flit_core 3.9.0 Distribution-building parts of Flit. See flit package for more information
folium 0.16.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.51.0 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.4.1 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.3.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 0.14.4 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
gpytorch 1.11 An implementation of Gaussian Processes in Pytorch
grapheme 0.6.0 Unicode grapheme helpers
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.0.3 Lightweight in-process concurrent programming
guidata 3.5.2 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.10.0 Read and write HDF5 files from Python
hatchling 1.25.0 Modern, extensible Python build backend
holoviews 1.19.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.2 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httptools 0.6.1 A collection of framework independent HTTP protocol utils.
httpx 0.27.0 The next generation HTTP client.
huggingface_hub 0.23.0 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.10.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.100.5 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.12.3 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intel_openmp 2021.4.0 Intel OpenMP* Runtime Library
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.2 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.4 IPython Kernel for Jupyter
ipyleaflet 0.19.1 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.4 Matplotlib Jupyter Extension
ipython 8.25.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.3 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 5.3.0 Useful decorators and context managers
jaraco_functools 4.0.1 Functools like those found in stdlib
jaxtyping 0.2.22 Type annotations and runtime checking for shape and dtype of JAX arrays, and PyTrees.
jedi 0.19.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.0.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.1 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.1 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.2.2 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.2 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.11 Jupyter interactive widgets for JupyterLab
keras 3.4.1 Multi-backend Keras.
keyring 25.2.1 Store and access your passwords safely.
kiwisolver 1.4.5 A fast implementation of the Cassowary constraint solver
kornia 0.7.2 Open Source Differentiable Computer Vision Library for PyTorch
kornia_rs 0.1.3 Low level implementations for computer vision in Rust
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
lightning 2.2.1 The Deep Learning framework to train, deploy, and ship AI products Lightning fast.
lightning_utilities 0.10.0 PyTorch Lightning Sample project.
linear_operator 0.5.1 A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.43.0 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
lxml 5.2.2 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.2.0 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.9.1 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.5.1 Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
mkl 2021.4.0 Intel® oneAPI Math Kernel Library
ml_dtypes 0.4.0
mlxtend 0.22.0 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.28.1 The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
msal_extensions 1.0.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.0.4 MessagePack serializer
msvc_runtime 14.40.33807 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.5 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.10.1 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
netcdf4 1.6.5 Provides an object-oriented python interface to the netCDF version 4 library
networkx 3.3 Python package for creating and manipulating graphs and networks
nltk 3.8.1 Natural Language Toolkit
notebook 7.2.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.60.0 compiling Python code using LLVM
numexpr 2.10.0 Fast numerical expression evaluator for NumPy
numpy 2.0.0 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.33.0 The official Python library for the openai API
opencv_python 4.10.0.82 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
opt_einsum 3.3.0 Optimizing numpys einsum function
optree 0.11.0 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.9.15 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.1 Core utilities for Python packages
pandas 2.2.2 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.4.4 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.0 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 10.3.0 Python Imaging Library (Fork)
pint 0.23 Physical quantities module
pip 24.1.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.9.6 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.22.0 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.3.0 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
pmdarima 2.0.4 Python's forecast::auto.arima equivalent
polars 1.1.0 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
ppci 0.5.9 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.43 Library for building powerful interactive command lines in Python
protobuf 5.26.1
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.26 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 16.1.0 Python library for Apache Arrow
pyaudio 0.2.14 Cross-platform audio I/O with PortAudio
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.12.0 Seamless operability between C++11 and Python
pycodestyle 2.11.1 Python style guide checker
pycosat 0.6.6 bindings to picosat (a SAT solver)
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.7.4 Data validation using Python type hints
pydantic_core 2.18.4 Core functionality for Pydantic validation and serialization
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyepsg 0.4.0 Easy access to the EPSG database via http://epsg.io/
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygame 2.5.2 Python Game Development
pygments 2.18.0 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.7.2 Python driver for MongoDB http://www.mongodb.org
pymoo 0.6.1.1 Multi-Objective Optimization in Python
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.1.0 DB API module for ODBC
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.1.2 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 3.15.2 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pypng 0.20220715.0 Pure Python library for saving and loading PNG images
pyproj 3.6.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.13.0 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyro_api 0.1.2 Generic API for dispatch to Pyro backends.
pyro_ppl 1.9.0 A Python library for probabilistic modeling and inference
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.1 Pure Python read/write support for ESRI Shapefile format
pysimplegui 4.60.4 Python GUIs for Humans
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pytest 8.2.0 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.11.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 6.1.2 A Python slugify application that also handles Unicode
pythonnet 3.0.3 .NET and Mono integration for Python
pythonqwt 0.12.6 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytorch_lightning 2.2.1 PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate.
pytz 2023.3 World timezone definitions, modern and historical
pytz_deprecation_shim 0.1.0.post0 Shims to make deprecation of pytz easier
pyviz_comms 3.0.2 A JupyterLab extension for rendering HoloViz content.
pywin32 306 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.12 Pseudo terminal support for Windows from Python.
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0.1 YAML parser and emitter for Python
pyzmq 26.0.3 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qpsolvers 4.3.0 Quadratic programming solvers in Python with a unified API.
qrcode 7.4.2 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.5.3 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.5.2 rapid fuzzy string matching
rasterio 1.3.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 4.3.1 Python client for Redis database and key-value store
referencing 0.31.1 JSON Referencing + Python
regex 2023.10.3 Alternative regular expression module, to replace re.
reportlab 4.2.0 The Reportlab Toolkit
requests 2.32.3 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
retrying 1.3.4 Retrying
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.7.1 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.13.2 Python bindings to Rust's persistent data structures (rpds)
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
safetensors 0.4.2
scikit_image 0.24.0 Image processing in Python
scikit_learn 1.5.1 A set of python modules for machine learning and data mining
scipy 1.14.0 Fundamental algorithms for scientific computing in Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.4.post1 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 70.0.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.4 Manipulation and analysis of geometric objects
shellingham 1.5.0.post1 Tool to Detect Surrounding Shell
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.19.2 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.6 Play and Record Sound with Python
soupsieve 2.5 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.2.6 Python documentation generator
sphinx_rtd_theme 2.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.9 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.5 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.30 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.36 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.4.3 A non-validating SQL parser.
sspyrs 0.3 Lightweight interface for SSRS reports to python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.37.2 The little ASGI library that shines.
statsmodels 0.14.2 Statistical computations and models for Python
streamlit 1.36.0 A faster way to build and share data apps
streamz 0.6.3 Streams
swifter 1.3.4 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.12.1 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tbb 2021.7.0 Intel® oneAPI Threading Building Blocks
tblib 1.7.0 Traceback serialization library.
tenacity 8.1.0 Retry code until it succeeds
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.5.0 Compute distance between the two texts.
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2023.7.18 Read and write TIFF files
tinycss2 1.1.1 A tiny CSS parser
tokenizers 0.15.1
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.12.3 Style preserving TOML library
toolz 0.12.0 List processing tools and functional utilities
torch 2.3.1 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 2.3.1 An audio package for PyTorch
torchmetrics 1.4.0.post0 PyTorch native Metrics
torchvision 0.18.1 image and video datasets and models for torch deep learning
tornado 6.4.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
transformers 4.38.2 State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
trio 0.26.0 A friendly Python library for async concurrency and I/O
trove_classifiers 2023.2.20 Canonical source for classifiers on PyPI (pypi.org).
twine 4.0.1 Collection of utilities for publishing packages on PyPI
typeguard 2.13.3 Run-time type checker for Python
typer 0.12.3 Typer, build great CLIs. Easy to code. Based on Python type hints.
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
typing_extensions 4.9.0 Backported and Experimental Type Hints for Python 3.8+
tzdata 2022.7 Provider of IANA time zone data
tzlocal 4.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.8.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.1 Uniform Manifold Approximation and Projection
uncertainties 3.1.7 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template 1.2.0 RFC 6570 URI Template Processor
urllib3 2.0.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.29.0 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.26.2 Virtual Python Environment builder
waitress 2.1.2 Waitress WSGI server
watchdog 2.2.0 Filesystem events monitoring
watchfiles 0.21.0 Simple, modern and high performance file watching and code reload in python.
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 1.12 A library for working with color names and color values formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 12.0 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.0.3 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.43.0 A built-package format for Python
widgetsnbextension 4.0.11 Jupyter interactive widgets for Jupyter Notebook
winpython 9.1.20240714 WinPython distribution tools, including WPPM
wordcloud 1.9.3 A little word cloud generator
wrapt 1.14.1 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2024.6.0 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.7.2 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.17.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.22.0 Zstandard bindings for Python

WinPython 3.12.4.2dot

The following packages are included in WinPython-64bit v3.12.4.2dot b2.

Tools

Name Version Description

Python packages

Name Version Description
Python 3.12.4 Python programming language with standard library
build 1.2.1 A simple, correct Python build frontend
colorama 0.4.6 Cross-platform colored terminal text.
msvc_runtime 14.40.33807 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
packaging 24.1 Core utilities for Python packages
pip 24.1.1 The PyPA recommended tool for installing Python packages.
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
setuptools 70.0.0 Easily download, build, install, upgrade, and uninstall Python packages
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
wheel 0.43.0 A built-package format for Python
winpython 9.1.20240714 WinPython distribution tools, including WPPM

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Illustrating the Fitness effort:

History of changes for WinPython-64bit 3.12.4.2 b2 from WinPython-3.12.4.1

The following changes were made to WinPython-64bit distribution since version 3.12.4.1.

### Tools

Upgraded packages:

  • Nodejs v20.12.2 → v20.15.1 (a JavaScript runtime built on Chrome's V8 JavaScript engine)
  • npmjs 10.5.0 → 10.7.0 (a package manager for JavaScript)

Python packages

New packages:

  • intel_openmp 2021.4.0 (Intel OpenMP* Runtime Library)
  • mkl 2021.4.0 (Intel® oneAPI Math Kernel Library)
  • tbb 2021.7.0 (Intel® oneAPI Threading Building Blocks)
  • types_python_dateutil 2.9.0.20240316 (Typing stubs for python-dateutil)

Upgraded packages:

  • arrow 1.2.2 → 1.3.0 (Better dates & times for Python)
  • azure_core 1.30.1 → 1.30.2 (Microsoft Azure Core Library for Python)
  • azure_cosmos 4.6.0 → 4.7.0 (Microsoft Azure Cosmos Client Library for Python)
  • azure_identity 1.16.0 → 1.16.1 (Microsoft Azure Identity Library for Python)
  • decorator 4.4.2 → 5.1.1 (Decorators for Humans)
  • guidata 3.5.0 → 3.5.2 (Automatic GUI generation for easy dataset editing and display)
  • hatchling 1.24.2 → 1.25.0 (Modern, extensible Python build backend)
  • holoviews 1.19.0 → 1.19.1 (A high-level plotting API for the PyData ecosystem built on HoloViews.)
  • ipywidgets 8.1.2 → 8.1.3 (Jupyter interactive widgets)
  • keras 3.3.3 → 3.4.1 (Multi-backend Keras.)
  • matplotlib 3.9.0 → 3.9.1 (Python plotting package)
  • msal 1.24.1 → 1.28.1 (The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us)
  • mypy 1.10.0 → 1.10.1 (Optional static typing for Python)
  • numpy 1.26.4 → 2.0.0 (Fundamental package for array computing in Python)
  • pip 24.0 → 24.1.1 (The PyPA recommended tool for installing Python packages.)
  • polars 0.20.31 → 1.1.0 (Blazingly fast DataFrame library)
  • protobuf 4.25.1 → 5.26.1 ()
  • pydantic 2.7.1 → 2.7.4 (Data validation using Python type hints)
  • pydantic_core 2.18.2 → 2.18.4 (Core functionality for Pydantic validation and serialization)
  • pythonqwt 0.12.1 → 0.12.6 (Qt plotting widgets for Python)
  • requests 2.31.0 → 2.32.3 (Python HTTP for Humans.)
  • scikit_image 0.23.2 → 0.24.0 (Image processing in Python)
  • scikit_learn 1.5.0 → 1.5.1 (A set of python modules for machine learning and data mining)
  • scipy 1.13.1 → 1.14.0 (Fundamental algorithms for scientific computing in Python)
  • setuptools 69.5.1 → 70.0.0 (Easily download, build, install, upgrade, and uninstall Python packages)
  • sqlalchemy 2.0.28 → 2.0.30 (Database Abstraction Library)
  • streamlit 1.35.0 → 1.36.0 (A faster way to build and share data apps)
  • torch 2.2.2 → 2.3.1 (Tensors and Dynamic neural networks in Python with strong GPU acceleration)
  • torchaudio 2.2.2 → 2.3.1 (An audio package for PyTorch)
  • torchmetrics 1.3.2 → 1.4.0.post0 (PyTorch native Metrics)
  • torchvision 0.17.2 → 0.18.1 (image and video datasets and models for torch deep learning)
  • tornado 6.4 → 6.4.1 (Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.)
  • trio 0.25.1 → 0.26.0 (A friendly Python library for async concurrency and I/O)
  • widgetsnbextension 4.0.10 → 4.0.11 (Jupyter interactive widgets for Jupyter Notebook)
  • winpython 8.2.20240618 → 9.1.20240714 (WinPython distribution tools, including WPPM)

Removed packages:

  • altair_data_server 0.4.1 (A background data server for Altair charts.)
  • altair_transform 0.2.0 (A python engine for evaluating Altair transforms.)
  • dask_image 2024.5.3 (Distributed image processing)
  • gdal 3.7.3 (GDAL: Geospatial Data Abstraction Library)
  • imageio_ffmpeg 0.4.8 (FFMPEG wrapper for Python)
  • jsonpatch 1.33 (Apply JSON-Patches (RFC 6902) )
  • langchain 0.2.5 (Building applications with LLMs through composability)
  • langchain_core 0.2.7 (Building applications with LLMs through composability)
  • langchain_text_splitters 0.2.1 (LangChain text splitting utilities)
  • langsmith 0.1.77 (Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.)
  • moviepy 1.0.3 (Video editing with Python)
  • ortools 9.8.3296 (Google OR-Tools python libraries and modules)
  • pims 0.6.1 (Python Image Sequence)
  • ply 3.11 (Python Lex & Yacc)
  • portpicker 1.5.0 (A library to choose unique available network ports.)
  • proglog 0.1.10 (Log and progress bar manager for console, notebooks, web...)
  • pyomo 6.7.2 (Pyomo: Python Optimization Modeling Objects)
  • slicerator 1.1.0 (A lazy-loading, fancy-sliceable iterable.)
  • wasmer 1.1.0 (Python extension to run WebAssembly binaries)
  • wasmer_compiler_cranelift 1.1.0 (Python extension to run WebAssembly binaries)
  • wasmer_compiler_singlepass 1.1.0 (Python extension to run WebAssembly binaries)

History of changes for WinPython-64bit 3.12.4.2slim b2 from WinPython-64bit 3.12.4.2 b2

The following changes were made to WinPython-64bit distribution since version 3.12.4.2.

### Tools

Removed packages:

  • Nodejs v20.15.1 (a JavaScript runtime built on Chrome's V8 JavaScript engine)
  • npmjs 10.7.0 (a package manager for JavaScript)

Python packages

Removed packages:

  • accelerate 0.28.0 (Accelerate)
  • botorch 0.9.5 (Bayesian Optimization in PyTorch)
  • coverage 7.5.3 (Code coverage measurement for Python)
  • distlib 0.3.8 (Distribution utilities)
  • gpytorch 1.11 (An implementation of Gaussian Processes in Pytorch)
  • intel_openmp 2021.4.0 (Intel OpenMP* Runtime Library)
  • jaxtyping 0.2.22 (Type annotations and runtime checking for shape and dtype of JAX arrays, and PyTrees.)
  • kornia 0.7.2 (Open Source Differentiable Computer Vision Library for PyTorch)
  • kornia_rs 0.1.3 (Low level implementations for computer vision in Rust)
  • lightning 2.2.1 (The Deep Learning framework to train, deploy, and ship AI products Lightning fast.)
  • lightning_utilities 0.10.0 (PyTorch Lightning Sample project.)
  • linear_operator 0.5.1 (A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).)
  • mkl 2021.4.0 (Intel® oneAPI Math Kernel Library)
  • opt_einsum 3.3.0 (Optimizing numpys einsum function)
  • pyepsg 0.4.0 (Easy access to the EPSG database via http://epsg.io/)
  • pygame 2.5.2 (Python Game Development)
  • pyro_api 0.1.2 (Generic API for dispatch to Pyro backends.)
  • pyro_ppl 1.9.0 (A Python library for probabilistic modeling and inference)
  • pytorch_lightning 2.2.1 (PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate.)
  • qpsolvers 4.3.0 (Quadratic programming solvers in Python with a unified API.)
  • safetensors 0.4.2 ()
  • tbb 2021.7.0 (Intel® oneAPI Threading Building Blocks)
  • tokenizers 0.15.1 ()
  • torch 2.3.1 (Tensors and Dynamic neural networks in Python with strong GPU acceleration)
  • torchaudio 2.3.1 (An audio package for PyTorch)
  • torchmetrics 1.4.0.post0 (PyTorch native Metrics)
  • torchvision 0.18.1 (image and video datasets and models for torch deep learning)
  • transformers 4.38.2 (State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow)
  • typeguard 2.13.3 (Run-time type checker for Python)
  • virtualenv 20.26.2 (Virtual Python Environment builder)

@stonebig stonebig added this to the 2024-04 Numpy-2 / .7z milestone Jul 21, 2024
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stonebig commented Aug 4, 2024

WinPython 2024-04 b3 (2024-08-04)

Changes from WinPython 2024-04 b2 :

  • Infrastructure:
    • b2 experiment result results:
      • big .7z build is a little more popular than .exe build, not by a lot
      • still doing the .7z and .exe version for the others, for b3
    • switch to numpy-2, so currently droped langchain, pyomo, torchvision, botorch
  • New Packages:
  • Upgraded Packages:
    • numpy-2.0.1, Jupyterlab-4.2.4, pyarrow-0.17.0
    • panel-1.4.5, bokeh-3.5.1, Polars-1.4.0
    • ... 50 packages upgraded

Areas of particular interest for testers:

  • the "slim" and ".7z": jury still not out, but no ".exe" for the big one
  • numpy-2.0.1

Next build:

  • observations from .7z and .exe publications,
  • Python-3.12.5

Binaries at:

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WinPython 3.12.4.2

The following packages are included in WinPython-64bit v3.12.4.2 b3.

Tools

Name Version Description
Nodejs v20.15.1 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 10.7.0 a package manager for JavaScript
Pandoc 3.1.9 a universal document converter

Python packages

Name Version Description
Python 3.12.4 Python programming language with standard library
about_time 4.2.1 Easily measure timing and throughput of code blocks, with beautiful human friendly representations.
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
accelerate 0.28.0 Accelerate
adbc_driver_manager 0.11.0 A generic entrypoint for ADBC drivers.
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 23.2.1 File support for asyncio.
aiohttp 3.9.5 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
alive_progress 3.1.5 A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
altair 5.3.0 Vega-Altair: A declarative statistical visualization library for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anyio 4.4.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.7.1 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.0 Astronomy and astrophysics core library
astropy_iers_data 0.2024.4.29.0.28.48 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autograd 1.6.2 Efficiently computes derivatives of numpy code.
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.2 Microsoft Azure Core Library for Python
azure_cosmos 4.7.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.1 Microsoft Azure Identity Library for Python
babel 2.15.0 Internationalization utilities
baresql 0.8.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.4.2 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.7.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.4.3 Interactive plots and applications in the browser from Python
branca 0.7.2 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.1 A simple, correct Python build frontend
cachelib 0.13.0 A collection of cache libraries in the same API interface.
cachetools 5.3.3 Extensible memoizing collections and decorators
cartopy 0.23.0 A Python library for cartographic visualizations with Matplotlib
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.16.0 Foreign Function Interface for Python calling C code.
cftime 1.6.3 Time-handling functionality from netcdf4-python
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.3.2 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.9.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
clr_loader 0.2.6 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
cma 3.2.2 CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.2.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
coverage 7.5.3 Code coverage measurement for Python
cryptography 41.0.5 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.5.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.10 The Cython compiler for writing C extensions in the Python language.
cytoolz 0.12.3 Cython implementation of Toolz: High performance functional utilities
dash 2.17.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2024.5.2 Parallel PyData with Task Scheduling
dask_expr 1.1.2 High Level Expressions for Dask
datasette 0.64.6 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.2 Data visualization toolchain based on aggregating into a grid
db_py 0.5.4b1 a db package that doesn't suck
deap 1.4.1 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 5.1.1 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries
dill 0.3.7 serialize all of Python
dirty_cat 0.4.1 Machine learning with dirty categories.
distlib 0.3.8 Distribution utilities
distributed 2024.5.2 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.7 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docopt 0.6.2 Pythonic argument parser, that will make you smile
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.20.1 Docutils -- Python Documentation Utilities
duckdb 1.0.0 DuckDB in-process database
ecos 2.0.13 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
email_validator 2.2.0 A robust email address syntax and deliverability validation library.
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
executing 2.0.1 Get the currently executing AST node of a frame, and other information
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.111.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastapi_cli 0.0.4 Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.9.5 Fiona reads and writes spatial data files
flake8 7.0.0 the modular source code checker: pep8 pyflakes and co
flask 3.0.3 A simple framework for building complex web applications.
flask_mail 0.9.1 Flask extension for sending email
flask_session 0.5.0 Server-side session support for Flask
flask_sqlalchemy 3.0.5 Add SQLAlchemy support to your Flask application.
flit 3.9.0 A simple packaging tool for simple packages.
flit_core 3.9.0 Distribution-building parts of Flit. See flit package for more information
folium 0.16.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.51.0 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.4.1 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.3.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 0.14.4 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
grapheme 0.6.0 Unicode grapheme helpers
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.0.3 Lightweight in-process concurrent programming
guidata 3.6.0 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.10.0 Read and write HDF5 files from Python
hatchling 1.25.0 Modern, extensible Python build backend
holoviews 1.19.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.3 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httptools 0.6.1 A collection of framework independent HTTP protocol utils.
httpx 0.27.0 The next generation HTTP client.
huggingface_hub 0.23.0 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.10.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.100.5 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.12.3 Toolbox for imbalanced dataset in machine learning.
immutabledict 4.2.0 Immutable wrapper around dictionaries (a fork of frozendict)
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.2 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.5 IPython Kernel for Jupyter
ipyleaflet 0.19.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.4 Matplotlib Jupyter Extension
ipython 8.26.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.3 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 5.3.0 Useful decorators and context managers
jaraco_functools 4.0.1 Functools like those found in stdlib
jedi 0.19.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.0.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.2 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.2 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.2.4 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.3 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.11 Jupyter interactive widgets for JupyterLab
keras 3.4.1 Multi-backend Keras.
keyring 25.2.1 Store and access your passwords safely.
kiwisolver 1.4.5 A fast implementation of the Cassowary constraint solver
kornia 0.7.2 Open Source Differentiable Computer Vision Library for PyTorch
kornia_rs 0.1.3 Low level implementations for computer vision in Rust
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
lightning 2.2.1 The Deep Learning framework to train, deploy, and ship AI products Lightning fast.
lightning_utilities 0.10.0 PyTorch Lightning Sample project.
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.43.0 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
lxml 5.2.2 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.3.5 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.9.1 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.7.0 Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
ml_dtypes 0.4.0
mlxtend 0.22.0 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.30.0 The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
msal_extensions 1.2.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.0.4 MessagePack serializer
msvc_runtime 14.40.33807 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.5 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.11.0 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
netcdf4 1.6.5 Provides an object-oriented python interface to the netCDF version 4 library
networkx 3.3 Python package for creating and manipulating graphs and networks
nltk 3.8.1 Natural Language Toolkit
notebook 7.2.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.60.0 compiling Python code using LLVM
numexpr 2.10.1 Fast numerical expression evaluator for NumPy
numpy 2.0.1 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.33.0 The official Python library for the openai API
opencv_python 4.10.0.82 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
optree 0.11.0 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.9.15 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
ortools 9.10.4067 Google OR-Tools python libraries and modules
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.1 Core utilities for Python packages
pandas 2.2.2 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.4.5 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.1 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 10.4.0 Python Imaging Library (Fork)
pint 0.23 Physical quantities module
pip 24.1.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.9.6 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.22.0 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.6.1 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
pmdarima 2.0.4 Python's forecast::auto.arima equivalent
polars 1.4.0 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
ppci 0.5.9 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.43 Library for building powerful interactive command lines in Python
protobuf 5.26.1
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.29 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 17.0.0 Python library for Apache Arrow
pyaudio 0.2.14 Cross-platform audio I/O with PortAudio
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.13.1 Seamless operability between C++11 and Python
pycodestyle 2.11.1 Python style guide checker
pycosat 0.6.6 bindings to picosat (a SAT solver)
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.8.2 Data validation using Python type hints
pydantic_core 2.20.1 Core functionality for Pydantic validation and serialization
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyepsg 0.4.0 Easy access to the EPSG database via http://epsg.io/
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygame 2.5.2 Python Game Development
pygments 2.18.0 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.7.2 Python driver for MongoDB http://www.mongodb.org
pymoo 0.6.1.3 Multi-Objective Optimization in Python
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.1.0 DB API module for ODBC
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.1.2 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 3.15.2 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pypng 0.20220715.0 Pure Python library for saving and loading PNG images
pyproj 3.6.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.13.0 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.1 Pure Python read/write support for ESRI Shapefile format
pysimplegui 4.60.4 Python GUIs for Humans
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pytest 8.2.2 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.11.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 8.0.4 A Python slugify application that also handles Unicode
pythonnet 3.0.3 .NET and Mono integration for Python
pythonqwt 0.12.7 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytorch_lightning 2.3.3 PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate.
pytz 2024.1 World timezone definitions, modern and historical
pyviz_comms 3.0.2 A JupyterLab extension for rendering HoloViz content.
pywin32 306 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.12 Pseudo terminal support for Windows from Python.
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0.1 YAML parser and emitter for Python
pyzmq 26.0.3 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qpsolvers 4.3.0 Quadratic programming solvers in Python with a unified API.
qrcode 7.4.2 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.7.2 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.9.3 rapid fuzzy string matching
rasterio 1.3.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 5.0.3 Python client for Redis database and key-value store
referencing 0.35.1 JSON Referencing + Python
regex 2023.10.3 Alternative regular expression module, to replace re.
reportlab 4.2.2 The Reportlab Toolkit
requests 2.31.0 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
retrying 1.3.4 Retrying
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.7.1 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.13.2 Python bindings to Rust's persistent data structures (rpds)
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
safetensors 0.4.2
scikit_image 0.24.0 Image processing in Python
scikit_learn 1.5.1 A set of python modules for machine learning and data mining
scipy 1.14.0 Fundamental algorithms for scientific computing in Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.4.post1 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 70.3.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.4 Manipulation and analysis of geometric objects
shellingham 1.5.0.post1 Tool to Detect Surrounding Shell
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.19.2 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.6 Play and Record Sound with Python
soupsieve 2.5 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.2.6 Python documentation generator
sphinx_rtd_theme 2.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.9 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.5 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.30 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.36 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.4.3 A non-validating SQL parser.
sspyrs 0.3 Lightweight interface for SSRS reports to python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.37.2 The little ASGI library that shines.
statsmodels 0.14.2 Statistical computations and models for Python
streamlit 1.36.0 A faster way to build and share data apps
streamz 0.6.3 Streams
swifter 1.3.4 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.12.1 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 3.0.0 Traceback serialization library.
tenacity 8.5.0 Retry code until it succeeds
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.6.2 Compute distance between the two texts.
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2024.7.2 Read and write TIFF files
tinycss2 1.3.0 A tiny CSS parser
tokenizers 0.15.1
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.12.3 Style preserving TOML library
toolz 0.12.0 List processing tools and functional utilities
torch 2.4.0 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 2.4.0 An audio package for PyTorch
torchmetrics 1.4.0.post0 PyTorch native Metrics
tornado 6.4.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
transformers 4.38.2 State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
trio 0.26.0 A friendly Python library for async concurrency and I/O
trove_classifiers 2023.2.20 Canonical source for classifiers on PyPI (pypi.org).
twine 4.0.1 Collection of utilities for publishing packages on PyPI
typer 0.12.3 Typer, build great CLIs. Easy to code. Based on Python type hints.
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
typing_extensions 4.12.2 Backported and Experimental Type Hints for Python 3.8+
tzdata 2024.1 Provider of IANA time zone data
tzlocal 5.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.8.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.6 Uniform Manifold Approximation and Projection
uncertainties 3.1.7 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template 1.3.0 RFC 6570 URI Template Processor
urllib3 2.0.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.30.3 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.26.2 Virtual Python Environment builder
waitress 3.0.0 Waitress WSGI server
watchdog 4.0.1 Filesystem events monitoring
watchfiles 0.21.0 Simple, modern and high performance file watching and code reload in python.
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 1.12 A library for working with color names and color values formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 12.0 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.0.3 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.43.0 A built-package format for Python
widgetsnbextension 4.0.11 Jupyter interactive widgets for Jupyter Notebook
winpython 9.1.20240804 WinPython distribution tools, including WPPM
wordcloud 1.9.3 A little word cloud generator
wrapt 1.16.0 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2024.6.0 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.7.2 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.17.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.23.0 Zstandard bindings for Python

WinPython 3.12.4.2slim

The following packages are included in WinPython-64bit v3.12.4.2slim b3.

Tools

Name Version Description
Pandoc 3.1.9 a universal document converter

Python packages

Name Version Description
Python 3.12.4 Python programming language with standard library
about_time 4.2.1 Easily measure timing and throughput of code blocks, with beautiful human friendly representations.
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
adbc_driver_manager 0.11.0 A generic entrypoint for ADBC drivers.
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 23.2.1 File support for asyncio.
aiohttp 3.9.5 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
alive_progress 3.1.5 A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
altair 5.3.0 Vega-Altair: A declarative statistical visualization library for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anyio 4.4.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.7.1 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.0 Astronomy and astrophysics core library
astropy_iers_data 0.2024.4.29.0.28.48 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autograd 1.6.2 Efficiently computes derivatives of numpy code.
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.2 Microsoft Azure Core Library for Python
azure_cosmos 4.7.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.1 Microsoft Azure Identity Library for Python
babel 2.15.0 Internationalization utilities
baresql 0.8.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.4.2 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.7.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.4.3 Interactive plots and applications in the browser from Python
branca 0.7.2 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.1 A simple, correct Python build frontend
cachelib 0.13.0 A collection of cache libraries in the same API interface.
cachetools 5.3.3 Extensible memoizing collections and decorators
cartopy 0.23.0 A Python library for cartographic visualizations with Matplotlib
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.16.0 Foreign Function Interface for Python calling C code.
cftime 1.6.3 Time-handling functionality from netcdf4-python
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.3.2 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.9.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
clr_loader 0.2.6 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
cma 3.2.2 CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.2.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
cryptography 41.0.5 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.5.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.10 The Cython compiler for writing C extensions in the Python language.
cytoolz 0.12.3 Cython implementation of Toolz: High performance functional utilities
dash 2.17.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2024.5.2 Parallel PyData with Task Scheduling
dask_expr 1.1.2 High Level Expressions for Dask
datasette 0.64.6 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.2 Data visualization toolchain based on aggregating into a grid
db_py 0.5.4b1 a db package that doesn't suck
deap 1.4.1 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 5.1.1 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
diff_match_patch 20200713 Repackaging of Google's Diff Match and Patch libraries
dill 0.3.7 serialize all of Python
dirty_cat 0.4.1 Machine learning with dirty categories.
distributed 2024.5.2 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.7 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docopt 0.6.2 Pythonic argument parser, that will make you smile
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.20.1 Docutils -- Python Documentation Utilities
duckdb 1.0.0 DuckDB in-process database
ecos 2.0.13 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
email_validator 2.2.0 A robust email address syntax and deliverability validation library.
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
executing 2.0.1 Get the currently executing AST node of a frame, and other information
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.111.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastapi_cli 0.0.4 Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.9.5 Fiona reads and writes spatial data files
flake8 7.0.0 the modular source code checker: pep8 pyflakes and co
flask 3.0.3 A simple framework for building complex web applications.
flask_mail 0.9.1 Flask extension for sending email
flask_session 0.5.0 Server-side session support for Flask
flask_sqlalchemy 3.0.5 Add SQLAlchemy support to your Flask application.
flit 3.9.0 A simple packaging tool for simple packages.
flit_core 3.9.0 Distribution-building parts of Flit. See flit package for more information
folium 0.16.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.51.0 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.4.1 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.3.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 0.14.4 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
grapheme 0.6.0 Unicode grapheme helpers
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.0.3 Lightweight in-process concurrent programming
guidata 3.6.0 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.10.0 Read and write HDF5 files from Python
hatchling 1.25.0 Modern, extensible Python build backend
holoviews 1.19.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.3 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httptools 0.6.1 A collection of framework independent HTTP protocol utils.
httpx 0.27.0 The next generation HTTP client.
huggingface_hub 0.23.0 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.10.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.100.5 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.12.3 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.2 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.5 IPython Kernel for Jupyter
ipyleaflet 0.19.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.4 Matplotlib Jupyter Extension
ipython 8.26.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.3 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 5.3.0 Useful decorators and context managers
jaraco_functools 4.0.1 Functools like those found in stdlib
jedi 0.19.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.0.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.2 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.2 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.2.4 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.3 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.11 Jupyter interactive widgets for JupyterLab
keras 3.4.1 Multi-backend Keras.
keyring 25.2.1 Store and access your passwords safely.
kiwisolver 1.4.5 A fast implementation of the Cassowary constraint solver
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.43.0 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
lxml 5.2.2 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.3.5 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.9.1 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.7.0 Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
ml_dtypes 0.4.0
mlxtend 0.22.0 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.30.0 The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
msal_extensions 1.2.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.0.4 MessagePack serializer
msvc_runtime 14.40.33807 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.5 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.11.0 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
netcdf4 1.6.5 Provides an object-oriented python interface to the netCDF version 4 library
networkx 3.3 Python package for creating and manipulating graphs and networks
nltk 3.8.1 Natural Language Toolkit
notebook 7.2.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.60.0 compiling Python code using LLVM
numexpr 2.10.1 Fast numerical expression evaluator for NumPy
numpy 2.0.1 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.33.0 The official Python library for the openai API
opencv_python 4.10.0.82 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
optree 0.11.0 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.9.15 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.1 Core utilities for Python packages
pandas 2.2.2 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.4.5 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.1 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 10.4.0 Python Imaging Library (Fork)
pint 0.23 Physical quantities module
pip 24.1.1 The PyPA recommended tool for installing Python packages.
pkginfo 1.9.6 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.22.0 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.6.1 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
pmdarima 2.0.4 Python's forecast::auto.arima equivalent
polars 1.4.0 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
ppci 0.5.9 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.43 Library for building powerful interactive command lines in Python
protobuf 5.26.1
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.29 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 17.0.0 Python library for Apache Arrow
pyaudio 0.2.14 Cross-platform audio I/O with PortAudio
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.13.1 Seamless operability between C++11 and Python
pycodestyle 2.11.1 Python style guide checker
pycosat 0.6.6 bindings to picosat (a SAT solver)
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.8.2 Data validation using Python type hints
pydantic_core 2.20.1 Core functionality for Pydantic validation and serialization
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygments 2.18.0 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.7.2 Python driver for MongoDB http://www.mongodb.org
pymoo 0.6.1.3 Multi-Objective Optimization in Python
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.1.0 DB API module for ODBC
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.1.2 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 3.15.2 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pypng 0.20220715.0 Pure Python library for saving and loading PNG images
pyproj 3.6.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.13.0 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.1 Pure Python read/write support for ESRI Shapefile format
pysimplegui 4.60.4 Python GUIs for Humans
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pytest 8.2.2 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.11.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 8.0.4 A Python slugify application that also handles Unicode
pythonnet 3.0.3 .NET and Mono integration for Python
pythonqwt 0.12.7 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytz 2024.1 World timezone definitions, modern and historical
pyviz_comms 3.0.2 A JupyterLab extension for rendering HoloViz content.
pywin32 306 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.12 Pseudo terminal support for Windows from Python.
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0.1 YAML parser and emitter for Python
pyzmq 26.0.3 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qrcode 7.4.2 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.7.2 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.9.3 rapid fuzzy string matching
rasterio 1.3.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 5.0.3 Python client for Redis database and key-value store
referencing 0.35.1 JSON Referencing + Python
regex 2023.10.3 Alternative regular expression module, to replace re.
reportlab 4.2.2 The Reportlab Toolkit
requests 2.31.0 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
retrying 1.3.4 Retrying
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.7.1 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.13.2 Python bindings to Rust's persistent data structures (rpds)
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_image 0.24.0 Image processing in Python
scikit_learn 1.5.1 A set of python modules for machine learning and data mining
scipy 1.14.0 Fundamental algorithms for scientific computing in Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.4.post1 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 70.3.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.4 Manipulation and analysis of geometric objects
shellingham 1.5.0.post1 Tool to Detect Surrounding Shell
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.19.2 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.6 Play and Record Sound with Python
soupsieve 2.5 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.2.6 Python documentation generator
sphinx_rtd_theme 2.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.9 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.5 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.30 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.36 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.4.3 A non-validating SQL parser.
sspyrs 0.3 Lightweight interface for SSRS reports to python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.37.2 The little ASGI library that shines.
statsmodels 0.14.2 Statistical computations and models for Python
streamlit 1.36.0 A faster way to build and share data apps
streamz 0.6.3 Streams
swifter 1.3.4 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.12.1 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 3.0.0 Traceback serialization library.
tenacity 8.5.0 Retry code until it succeeds
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.6.2 Compute distance between the two texts.
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2024.7.2 Read and write TIFF files
tinycss2 1.3.0 A tiny CSS parser
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.12.3 Style preserving TOML library
toolz 0.12.0 List processing tools and functional utilities
tornado 6.4.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
trio 0.26.0 A friendly Python library for async concurrency and I/O
trove_classifiers 2023.2.20 Canonical source for classifiers on PyPI (pypi.org).
twine 4.0.1 Collection of utilities for publishing packages on PyPI
typer 0.12.3 Typer, build great CLIs. Easy to code. Based on Python type hints.
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
typing_extensions 4.12.2 Backported and Experimental Type Hints for Python 3.8+
tzdata 2024.1 Provider of IANA time zone data
tzlocal 5.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.8.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.6 Uniform Manifold Approximation and Projection
uncertainties 3.1.7 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template 1.3.0 RFC 6570 URI Template Processor
urllib3 2.0.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.30.3 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
waitress 3.0.0 Waitress WSGI server
watchdog 4.0.1 Filesystem events monitoring
watchfiles 0.21.0 Simple, modern and high performance file watching and code reload in python.
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 1.12 A library for working with color names and color values formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 12.0 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.0.3 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.43.0 A built-package format for Python
widgetsnbextension 4.0.11 Jupyter interactive widgets for Jupyter Notebook
winpython 9.1.20240804 WinPython distribution tools, including WPPM
wordcloud 1.9.3 A little word cloud generator
wrapt 1.16.0 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2024.6.0 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.7.2 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.17.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.23.0 Zstandard bindings for Python

@fleming79
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If it is not too much trouble could you please release a dot version with Python 3.11.9?

@stonebig
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If it is not too much trouble could you please release a dot version with Python 3.11.9?

with pip-24.2 ?

@fleming79
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Sounds good. Thanks!

@stonebig
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stonebig commented Aug 15, 2024

WinPython 2024-04 b4 (2024-08-15)

Changes from WinPython 2024-04 b3 :

  • Infrastructure:
    • Python-3.11.9, Python-3.12.5
    • b3 experiment results:
      • .7z kept for the large build,
      • .exe version for the slim and dot versions, more all-terrains
    • switch to numpy-2, so currently still droped langchain, pyomo, torchvision, botorch
    • free-threading efforts delayed to 3.14 cycle, as 3.13 free-threading will be too slow anyway
  • New Packages:
  • Upgraded Packages:
    • Polars-1.5.0
    • panel-1.5.0b4 , to have bokeh-3.5.1

Areas of particular interest for testers:

  • Python-3.12.5

Next build:

  • numpy-2 eco-system progress on langchain, pyomo, torchvision, botorch, numba ...
  • numpy-2 remains the goal of this milestone, so the release date may move till mid-september

Binaries at:

MD5 SHA-1 SHA-256 Binary Size blake2b-256
c3f0c2b01fae2297396d081edea916db 5dcf9eba404792a3db806bda3c1ebc1d9bc6b07e 2f630590b6e70a351d2455393a02cd7575ac6862b03ad85ba2a6f81f6d6ce942 Winpython64-3.11.9.0dotb4.exe 24 712 597 Bytes e866bec1717cb06b461b5125a6d2ba5e7f65a739da05d582c9f18a60e1be858d
74db5bd55e1a474ff7e7dbaafef5c163 09c1976a8ebe4baa5449ee3aedb94b4b94c0611c 637890784c1112bcb27d803b7bd380ada82a1a2ed0dea49cb12b28bc77f9bea8 Winpython64-3.12.5.0dotb4.exe 23 273 356 Bytes 7a2f8a5b46fce2ffd4c3cc25eff809e891b940e2d230efb82e63406fc05ccb8c
81769c083928db83ca7c7407d2e9b14c 258966c283ea5c3fd8e08f295983564f15e82a8d af745c4ed23c32bc64c907bc4e691113a28d58fc879458b0fa46126fed188394 Winpython64-3.12.5.0slimb4.exe 628 351 856 Bytes 6b6cb80f2694cc4fb5a2bc6a133f1dde547ae8e1627a683ac83a0f992789a7c7
50da7ac40b9eabb2d16fdb94925d47a2 d83d2ec0dfc87108475c96eb8829fb5a754fa223 74cba0652d73c0fea3ac477eef287589270a0b7bed128bdce97981c01589d78a Winpython64-3.12.5.0b4.7z 884 369 592 Bytes f7aa3461755db0c7568ccb3b8053e878daab9a31d176dd8ec9200b7f903be7f1

WinPython 3.12.5.0

The following packages are included in WinPython-64bit v3.12.5.0 b4.

Tools

Name Version Description
Nodejs v20.15.1 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 10.7.0 a package manager for JavaScript
Pandoc 3.1.9 a universal document converter

Python packages

Name Version Description
Python 3.12.5 Python programming language with standard library
about_time 4.2.1 Easily measure timing and throughput of code blocks, with beautiful human friendly representations.
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
accelerate 0.28.0 Accelerate
adbc_driver_manager 0.11.0 A generic entrypoint for ADBC drivers.
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 23.2.1 File support for asyncio.
aiohttp 3.9.5 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
alive_progress 3.1.5 A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
altair 5.3.0 Vega-Altair: A declarative statistical visualization library for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anyio 4.4.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.8 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.0 Astronomy and astrophysics core library
astropy_iers_data 0.2024.4.29.0.28.48 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autograd 1.6.2 Efficiently computes derivatives of numpy code.
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.2 Microsoft Azure Core Library for Python
azure_cosmos 4.7.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.1 Microsoft Azure Identity Library for Python
babel 2.15.0 Internationalization utilities
baresql 0.8.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.4.2 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.7.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.5.1 Interactive plots and applications in the browser from Python
branca 0.7.2 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.1 A simple, correct Python build frontend
cachelib 0.13.0 A collection of cache libraries in the same API interface.
cachetools 5.3.3 Extensible memoizing collections and decorators
cartopy 0.23.0 A Python library for cartographic visualizations with Matplotlib
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.16.0 Foreign Function Interface for Python calling C code.
cftime 1.6.3 Time-handling functionality from netcdf4-python
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.3.2 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.9.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
clr_loader 0.2.6 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
cma 3.2.2 CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.2.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
coverage 7.5.3 Code coverage measurement for Python
cryptography 41.0.5 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.5.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.10 The Cython compiler for writing C extensions in the Python language.
cytoolz 0.12.3 Cython implementation of Toolz: High performance functional utilities
dash 2.17.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2024.7.1 Parallel PyData with Task Scheduling
dask_expr 1.1.9 High Level Expressions for Dask
datasette 0.64.8 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.3 Data visualization toolchain based on aggregating into a grid
db_py 0.5.4b1 a db package that doesn't suck
deap 1.4.1 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 5.1.1 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
diff_match_patch 20230430 Diff Match and Patch
dill 0.3.7 serialize all of Python
dirty_cat 0.4.1 Machine learning with dirty categories.
distlib 0.3.8 Distribution utilities
distributed 2024.7.1 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.7 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docopt 0.6.2 Pythonic argument parser, that will make you smile
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.20.1 Docutils -- Python Documentation Utilities
duckdb 1.0.0 DuckDB in-process database
ecos 2.0.13 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
email_validator 2.2.0 A robust email address syntax and deliverability validation library.
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
executing 2.0.1 Get the currently executing AST node of a frame, and other information
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.111.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastapi_cli 0.0.4 Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.9.5 Fiona reads and writes spatial data files
flake8 7.0.0 the modular source code checker: pep8 pyflakes and co
flask 3.0.3 A simple framework for building complex web applications.
flask_mail 0.9.1 Flask extension for sending email
flask_session 0.5.0 Server-side session support for Flask
flask_sqlalchemy 3.0.5 Add SQLAlchemy support to your Flask application.
flit 3.9.0 A simple packaging tool for simple packages.
flit_core 3.9.0 Distribution-building parts of Flit. See flit package for more information
folium 0.17.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.51.0 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.4.1 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.6.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 0.14.4 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
grapheme 0.6.0 Unicode grapheme helpers
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.0.3 Lightweight in-process concurrent programming
guidata 3.6.2 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.10.0 Read and write HDF5 files from Python
hatchling 1.25.0 Modern, extensible Python build backend
holoviews 1.19.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.3 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httptools 0.6.1 A collection of framework independent HTTP protocol utils.
httpx 0.27.0 The next generation HTTP client.
huggingface_hub 0.23.0 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.10.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.100.5 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.12.3 Toolbox for imbalanced dataset in machine learning.
immutabledict 4.2.0 Immutable wrapper around dictionaries (a fork of frozendict)
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.2 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.5 IPython Kernel for Jupyter
ipyleaflet 0.19.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.4 Matplotlib Jupyter Extension
ipython 8.26.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.3 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 5.3.0 Useful decorators and context managers
jaraco_functools 4.0.1 Functools like those found in stdlib
jedi 0.19.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.0.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.2 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.2 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.2.4 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.3 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.11 Jupyter interactive widgets for JupyterLab
keras 3.4.1 Multi-backend Keras.
keyring 25.2.1 Store and access your passwords safely.
kiwisolver 1.4.5 A fast implementation of the Cassowary constraint solver
kornia 0.7.2 Open Source Differentiable Computer Vision Library for PyTorch
kornia_rs 0.1.3 Low level implementations for computer vision in Rust
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
lightning 2.2.1 The Deep Learning framework to train, deploy, and ship AI products Lightning fast.
lightning_utilities 0.10.0 PyTorch Lightning Sample project.
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.43.0 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
lxml 5.2.2 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.3.5 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.9.1 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.7.0 Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
ml_dtypes 0.4.0
mlxtend 0.22.0 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.30.0 The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
msal_extensions 1.2.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.0.4 MessagePack serializer
msvc_runtime 14.40.33807 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.5 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.11.1 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
netcdf4 1.6.5 Provides an object-oriented python interface to the netCDF version 4 library
networkx 3.3 Python package for creating and manipulating graphs and networks
nltk 3.8.1 Natural Language Toolkit
notebook 7.2.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.60.0 compiling Python code using LLVM
numexpr 2.10.1 Fast numerical expression evaluator for NumPy
numpy 2.0.1 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.33.0 The official Python library for the openai API
opencv_python 4.10.0.82 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
optree 0.11.0 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.9.15 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
ortools 9.10.4067 Google OR-Tools python libraries and modules
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.1 Core utilities for Python packages
pandas 2.2.2 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.5.0b4 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.1 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 10.4.0 Python Imaging Library (Fork)
pint 0.23 Physical quantities module
pip 24.2 The PyPA recommended tool for installing Python packages.
pkginfo 1.9.6 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.22.0 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.6.2 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
pmdarima 2.0.4 Python's forecast::auto.arima equivalent
polars 1.5.0 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
ppci 0.5.9 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.47 Library for building powerful interactive command lines in Python
protobuf 5.26.1
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.29 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 17.0.0 Python library for Apache Arrow
pyaudio 0.2.14 Cross-platform audio I/O with PortAudio
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.13.1 Seamless operability between C++11 and Python
pycodestyle 2.11.1 Python style guide checker
pycosat 0.6.6 bindings to picosat (a SAT solver)
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.8.2 Data validation using Python type hints
pydantic_core 2.20.1 Core functionality for Pydantic validation and serialization
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyepsg 0.4.0 Easy access to the EPSG database via http://epsg.io/
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygame 2.5.2 Python Game Development
pygments 2.18.0 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.7.2 Python driver for MongoDB http://www.mongodb.org
pymoo 0.6.1.3 Multi-Objective Optimization in Python
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.1.0 DB API module for ODBC
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.1.2 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 3.15.2 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pypng 0.20220715.0 Pure Python library for saving and loading PNG images
pyproj 3.6.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.13.0 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.1 Pure Python read/write support for ESRI Shapefile format
pysimplegui 4.60.4 Python GUIs for Humans
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pytest 8.2.2 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.11.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 8.0.4 A Python slugify application that also handles Unicode
pythonnet 3.0.3 .NET and Mono integration for Python
pythonqwt 0.12.7 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytorch_lightning 2.3.3 PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate.
pytz 2024.1 World timezone definitions, modern and historical
pyviz_comms 3.0.3 A JupyterLab extension for rendering HoloViz content.
pywin32 306 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.12 Pseudo terminal support for Windows from Python.
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0.1 YAML parser and emitter for Python
pyzmq 26.0.3 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qpsolvers 4.3.0 Quadratic programming solvers in Python with a unified API.
qrcode 7.4.2 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.7.2 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.9.3 rapid fuzzy string matching
rasterio 1.3.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 5.0.3 Python client for Redis database and key-value store
referencing 0.35.1 JSON Referencing + Python
regex 2023.10.3 Alternative regular expression module, to replace re.
reportlab 4.2.2 The Reportlab Toolkit
requests 2.31.0 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
retrying 1.3.4 Retrying
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.7.1 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.13.2 Python bindings to Rust's persistent data structures (rpds)
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
safetensors 0.4.3
scikit_image 0.24.0 Image processing in Python
scikit_learn 1.5.1 A set of python modules for machine learning and data mining
scipy 1.14.0 Fundamental algorithms for scientific computing in Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.4.post1 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 70.3.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.4 Manipulation and analysis of geometric objects
shellingham 1.5.0.post1 Tool to Detect Surrounding Shell
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.19.2 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.6 Play and Record Sound with Python
soupsieve 2.5 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.2.6 Python documentation generator
sphinx_rtd_theme 2.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.9 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.5 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.30 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.37 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.4.3 A non-validating SQL parser.
sspyrs 0.3 Lightweight interface for SSRS reports to python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.37.2 The little ASGI library that shines.
statsmodels 0.14.2 Statistical computations and models for Python
streamlit 1.37.1 A faster way to build and share data apps
streamz 0.6.3 Streams
swifter 1.3.4 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.13.1 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 3.0.0 Traceback serialization library.
tenacity 8.5.0 Retry code until it succeeds
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.6.2 Compute distance between the two texts.
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2024.7.2 Read and write TIFF files
tinycss2 1.3.0 A tiny CSS parser
tokenizers 0.15.1
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.12.3 Style preserving TOML library
toolz 0.12.0 List processing tools and functional utilities
torch 2.4.0 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 2.4.0 An audio package for PyTorch
torchmetrics 1.4.0.post0 PyTorch native Metrics
tornado 6.4.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
transformers 4.38.2 State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
trio 0.26.2 A friendly Python library for async concurrency and I/O
trove_classifiers 2023.2.20 Canonical source for classifiers on PyPI (pypi.org).
twine 4.0.1 Collection of utilities for publishing packages on PyPI
typer 0.12.3 Typer, build great CLIs. Easy to code. Based on Python type hints.
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
typing_extensions 4.12.2 Backported and Experimental Type Hints for Python 3.8+
tzdata 2024.1 Provider of IANA time zone data
tzlocal 5.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.8.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.6 Uniform Manifold Approximation and Projection
uncertainties 3.1.7 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template 1.3.0 RFC 6570 URI Template Processor
urllib3 2.0.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.30.3 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.26.2 Virtual Python Environment builder
waitress 3.0.0 Waitress WSGI server
watchdog 4.0.1 Filesystem events monitoring
watchfiles 0.21.0 Simple, modern and high performance file watching and code reload in python.
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 1.12 A library for working with color names and color values formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 12.0 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.0.3 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.43.0 A built-package format for Python
widgetsnbextension 4.0.11 Jupyter interactive widgets for Jupyter Notebook
winpython 9.1.20240815 WinPython distribution tools, including WPPM
wordcloud 1.9.3 A little word cloud generator
wrapt 1.16.0 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2024.7.0 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.7.2 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.17.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.23.0 Zstandard bindings for Python

WinPython 3.12.5.0slim

The following packages are included in WinPython-64bit v3.12.5.0slim b4.

Tools

Name Version Description
Pandoc 3.1.9 a universal document converter

Python packages

Name Version Description
Python 3.12.5 Python programming language with standard library
about_time 4.2.1 Easily measure timing and throughput of code blocks, with beautiful human friendly representations.
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
adbc_driver_manager 0.11.0 A generic entrypoint for ADBC drivers.
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 23.2.1 File support for asyncio.
aiohttp 3.9.5 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
alive_progress 3.1.5 A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
altair 5.3.0 Vega-Altair: A declarative statistical visualization library for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anyio 4.4.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.8 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.0 Astronomy and astrophysics core library
astropy_iers_data 0.2024.4.29.0.28.48 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autograd 1.6.2 Efficiently computes derivatives of numpy code.
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.2 Microsoft Azure Core Library for Python
azure_cosmos 4.7.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.1 Microsoft Azure Identity Library for Python
babel 2.15.0 Internationalization utilities
baresql 0.8.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.4.2 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.7.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.5.1 Interactive plots and applications in the browser from Python
branca 0.7.2 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.1 A simple, correct Python build frontend
cachelib 0.13.0 A collection of cache libraries in the same API interface.
cachetools 5.3.3 Extensible memoizing collections and decorators
cartopy 0.23.0 A Python library for cartographic visualizations with Matplotlib
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.16.0 Foreign Function Interface for Python calling C code.
cftime 1.6.3 Time-handling functionality from netcdf4-python
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.3.2 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.9.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
clr_loader 0.2.6 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
cma 3.2.2 CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.2.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
cryptography 41.0.5 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.5.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.10 The Cython compiler for writing C extensions in the Python language.
cytoolz 0.12.3 Cython implementation of Toolz: High performance functional utilities
dash 2.17.0 A Python framework for building reactive web-apps. Developed by Plotly.
dash_core_components 2.0.0 Core component suite for Dash
dash_html_components 2.0.0 Vanilla HTML components for Dash
dash_table 5.0.0 Dash table
dask 2024.7.1 Parallel PyData with Task Scheduling
dask_expr 1.1.9 High Level Expressions for Dask
datasette 0.64.8 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.3 Data visualization toolchain based on aggregating into a grid
db_py 0.5.4b1 a db package that doesn't suck
deap 1.4.1 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 5.1.1 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
diff_match_patch 20230430 Diff Match and Patch
dill 0.3.7 serialize all of Python
dirty_cat 0.4.1 Machine learning with dirty categories.
distributed 2024.7.1 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.7 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docopt 0.6.2 Pythonic argument parser, that will make you smile
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.20.1 Docutils -- Python Documentation Utilities
duckdb 1.0.0 DuckDB in-process database
ecos 2.0.13 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
email_validator 2.2.0 A robust email address syntax and deliverability validation library.
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
executing 2.0.1 Get the currently executing AST node of a frame, and other information
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.111.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastapi_cli 0.0.4 Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.9.5 Fiona reads and writes spatial data files
flake8 7.0.0 the modular source code checker: pep8 pyflakes and co
flask 3.0.3 A simple framework for building complex web applications.
flask_mail 0.9.1 Flask extension for sending email
flask_session 0.5.0 Server-side session support for Flask
flask_sqlalchemy 3.0.5 Add SQLAlchemy support to your Flask application.
flit 3.9.0 A simple packaging tool for simple packages.
flit_core 3.9.0 Distribution-building parts of Flit. See flit package for more information
folium 0.17.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.51.0 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.4.1 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.6.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 0.14.4 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
grapheme 0.6.0 Unicode grapheme helpers
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.0.3 Lightweight in-process concurrent programming
guidata 3.6.2 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.10.0 Read and write HDF5 files from Python
hatchling 1.25.0 Modern, extensible Python build backend
holoviews 1.19.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.3 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httptools 0.6.1 A collection of framework independent HTTP protocol utils.
httpx 0.27.0 The next generation HTTP client.
huggingface_hub 0.23.0 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.10.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.100.5 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.12.3 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.2 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.5 IPython Kernel for Jupyter
ipyleaflet 0.19.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.4 Matplotlib Jupyter Extension
ipython 8.26.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.3 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 5.3.0 Useful decorators and context managers
jaraco_functools 4.0.1 Functools like those found in stdlib
jedi 0.19.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.0.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.2 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.2 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.2.4 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.3 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.11 Jupyter interactive widgets for JupyterLab
keras 3.4.1 Multi-backend Keras.
keyring 25.2.1 Store and access your passwords safely.
kiwisolver 1.4.5 A fast implementation of the Cassowary constraint solver
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.43.0 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
lxml 5.2.2 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.3.5 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.9.1 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.7.0 Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
ml_dtypes 0.4.0
mlxtend 0.22.0 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.30.0 The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
msal_extensions 1.2.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.0.4 MessagePack serializer
msvc_runtime 14.40.33807 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.5 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.11.1 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
netcdf4 1.6.5 Provides an object-oriented python interface to the netCDF version 4 library
networkx 3.3 Python package for creating and manipulating graphs and networks
nltk 3.8.1 Natural Language Toolkit
notebook 7.2.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.60.0 compiling Python code using LLVM
numexpr 2.10.1 Fast numerical expression evaluator for NumPy
numpy 2.0.1 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.33.0 The official Python library for the openai API
opencv_python 4.10.0.82 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
optree 0.11.0 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.9.15 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.1 Core utilities for Python packages
pandas 2.2.2 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.5.0b4 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.1 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 10.4.0 Python Imaging Library (Fork)
pint 0.23 Physical quantities module
pip 24.2 The PyPA recommended tool for installing Python packages.
pkginfo 1.9.6 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.22.0 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.6.2 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
pmdarima 2.0.4 Python's forecast::auto.arima equivalent
polars 1.5.0 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
ppci 0.5.9 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.47 Library for building powerful interactive command lines in Python
protobuf 5.26.1
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.29 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 17.0.0 Python library for Apache Arrow
pyaudio 0.2.14 Cross-platform audio I/O with PortAudio
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.13.1 Seamless operability between C++11 and Python
pycodestyle 2.11.1 Python style guide checker
pycosat 0.6.6 bindings to picosat (a SAT solver)
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.8.2 Data validation using Python type hints
pydantic_core 2.20.1 Core functionality for Pydantic validation and serialization
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygments 2.18.0 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.7.2 Python driver for MongoDB http://www.mongodb.org
pymoo 0.6.1.3 Multi-Objective Optimization in Python
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.1.0 DB API module for ODBC
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.1.2 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 3.15.2 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pypng 0.20220715.0 Pure Python library for saving and loading PNG images
pyproj 3.6.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.13.0 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.1 Pure Python read/write support for ESRI Shapefile format
pysimplegui 4.60.4 Python GUIs for Humans
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pytest 8.2.2 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.11.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 8.0.4 A Python slugify application that also handles Unicode
pythonnet 3.0.3 .NET and Mono integration for Python
pythonqwt 0.12.7 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytz 2024.1 World timezone definitions, modern and historical
pyviz_comms 3.0.3 A JupyterLab extension for rendering HoloViz content.
pywin32 306 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.12 Pseudo terminal support for Windows from Python.
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0.1 YAML parser and emitter for Python
pyzmq 26.0.3 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qrcode 7.4.2 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.7.2 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.9.3 rapid fuzzy string matching
rasterio 1.3.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 5.0.3 Python client for Redis database and key-value store
referencing 0.35.1 JSON Referencing + Python
regex 2023.10.3 Alternative regular expression module, to replace re.
reportlab 4.2.2 The Reportlab Toolkit
requests 2.31.0 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
retrying 1.3.4 Retrying
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.7.1 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.13.2 Python bindings to Rust's persistent data structures (rpds)
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_image 0.24.0 Image processing in Python
scikit_learn 1.5.1 A set of python modules for machine learning and data mining
scipy 1.14.0 Fundamental algorithms for scientific computing in Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.4.post1 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 70.3.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.4 Manipulation and analysis of geometric objects
shellingham 1.5.0.post1 Tool to Detect Surrounding Shell
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.19.2 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.6 Play and Record Sound with Python
soupsieve 2.5 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.2.6 Python documentation generator
sphinx_rtd_theme 2.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.2 sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.2 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
sphinxcontrib_htmlhelp 2.0.0 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.3 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
sphinxcontrib_serializinghtml 1.1.9 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.5 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.30 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.37 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.4.3 A non-validating SQL parser.
sspyrs 0.3 Lightweight interface for SSRS reports to python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.37.2 The little ASGI library that shines.
statsmodels 0.14.2 Statistical computations and models for Python
streamlit 1.37.1 A faster way to build and share data apps
streamz 0.6.3 Streams
swifter 1.3.4 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.13.1 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 3.0.0 Traceback serialization library.
tenacity 8.5.0 Retry code until it succeeds
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.6.2 Compute distance between the two texts.
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2024.7.2 Read and write TIFF files
tinycss2 1.3.0 A tiny CSS parser
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.12.3 Style preserving TOML library
toolz 0.12.0 List processing tools and functional utilities
tornado 6.4.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
trio 0.26.2 A friendly Python library for async concurrency and I/O
trove_classifiers 2023.2.20 Canonical source for classifiers on PyPI (pypi.org).
twine 4.0.1 Collection of utilities for publishing packages on PyPI
typer 0.12.3 Typer, build great CLIs. Easy to code. Based on Python type hints.
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
typing_extensions 4.12.2 Backported and Experimental Type Hints for Python 3.8+
tzdata 2024.1 Provider of IANA time zone data
tzlocal 5.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.8.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.6 Uniform Manifold Approximation and Projection
uncertainties 3.1.7 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template 1.3.0 RFC 6570 URI Template Processor
urllib3 2.0.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.30.3 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
waitress 3.0.0 Waitress WSGI server
watchdog 4.0.1 Filesystem events monitoring
watchfiles 0.21.0 Simple, modern and high performance file watching and code reload in python.
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 1.12 A library for working with color names and color values formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 12.0 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.0.3 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.43.0 A built-package format for Python
widgetsnbextension 4.0.11 Jupyter interactive widgets for Jupyter Notebook
winpython 9.1.20240815 WinPython distribution tools, including WPPM
wordcloud 1.9.3 A little word cloud generator
wrapt 1.16.0 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2024.7.0 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.7.2 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.17.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.23.0 Zstandard bindings for Python

@stonebig
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stonebig commented Aug 23, 2024

WinPython 2024-04 b5 (2024-08-24)

Changes from WinPython 2024-04 b4 :

  • Infrastructure:
    • total removal of NSIS use to create launchers: (the oldest technical debt of the project)
      • launcher are now created per mkshim.py + have their icon added via pywin32
      • small glitch:
        • there is a temporary black window at launch of IDLE and spyder
        • powershell is used to launch them (as the noshell.vbs trick doesn't work anymore)
    • "WinPython terminal" icon is removed, as it isn't different from "WinPython Powershell prompt" on Windows 11 now
    • examples of codes are removed from notebook/docs... no only on internet
  • New Packages:
  • Upgraded Packages:
    • Pyomo-6.8.0 (numpy-2)
    • wheel, setuptools-0.72.2

Areas of particular interest for testers:

  • do the launcher works ok for you ? especially IDLE or SPYDER

Next build:

  • numpy-2 eco-system progress on langchain, torchvision, botorch, numba ...
  • numpy-2 remains the goal of this milestone, so the release date may move till mid-september
  • continue infrastructure cleanup and tweak following the new launcher methodology

binaries at:

MD5 SHA-1 SHA-256 Binary Size blake2b-256
a77cd3569a64d59228af17fb4a831592 8bb3f8cf6bab8b712efc93ce4aa7b1589afabaff 57173c8cec36223d061148710826599be64adfaae761f03d73fa05de91ee6030 Winpython64-3.11.9.0dotb5.exe 25 766 432 Bytes 4b466a82864682fa5ff60483f2581dd0866caea0a5480a732d0e08b7c23ea8b1
ee7313043a5da63910fc55bb4c67e686 8f7c3d0aa48c5cc815154164e1cdc33c80bdc5a5 b15f67c0a2b8ce4229baba626798d4d731738f34d83ac4fd4c72b0a0d568a05f Winpython64-3.12.5.0dotb5.exe 24 309 425 Bytes faa1fa48bddf04b837060361b6d9a6a6247105774ff1650b82335c0068f4d522
8831364afed08b53f1f32f5c76699218 68ec133bfecb9da52e0e3cbb2dacd591d2487674 d74aa5924702bf19d8bcc9b191ff72ba00b05b56e8af760b5526dd489644d0f6 Winpython64-3.12.5.0slimb5.exe 635 823 660 Bytes 586fd943cd35078cb1a31cbc979e745e906ae7dfd7f4613e788d25a3eebda55a
1e420927bfdd59078836940999f4bbca 254f53b1e23292bdb476d5c0d06b7041b4e7510e f421f75b9368d7bf5fa8d107e8bf17c02e9a2bb7ef178848f17f3a49e1ae0f4f Winpython64-3.12.5.0b5.7z 890 740 585 Bytes 3b7f025ecdbe3da337eb4211671391cc9bfdcd2b94bb80518981bbc9ee8cd0d1
ce211b04b37cbd4ff201f67913f77a9a 4dd426f5c33cbdd9b7a9e83325d4081bfdc173cd 50c149c4ba28ed7eb860e2b62531636496a82a9024f5c3e00efa67c5b240c961 Winpython64-3.13.0.1dotrc1b.exe 24 724 270 Bytes cc274ed4cbf74f614b54cf79bcf6f373f8f9af7b252e8da478a0e6c6bb42109e
6f9d64f472f2f398a96ac51d4176dcb5 b8eda5810f96aef814c6da75ac77799ff42147f7 1da75c421612df132dca61138047638a2a4dc1f4533e810426ae040eae2d196f Winpython64-3.13.0.1freerc1b.exe 33 392 512 Bytes eb1814955d59ee1c7c764c02f461f0f0303bee5c815bce1f16ff94eebd5ef6c1

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stonebig commented Sep 1, 2024

WinPython 2024-04 b6 (2024-09-01)

Changes from WinPython 2024-04 b5 :

  • Infrastructure:
    • fix issues in the new launchers
      • launcher are now surviving Drag & Drop as before NSIS launchers
      • spyder and spyder reset icons having their usual names back
  • New Packages:
  • Upgraded Packages:
    • polars-1.60, altair-5.4.1, matplotlib-3.9.2
    • openai-1.42.0, scipy-1.14.1, black-0.28.0

Areas of particular interest for testers:

  • the tuned launchers surviving Drag & Drop

Next build:

  • cleanup in the launcher construction and usage code,
  • it seems numba-0.61 and torch-2.4.1 are late

binaries at:

MD5 SHA-1 SHA-256 Binary Size blake2b-256
431b86d01ca20bcf9af4e1ab88a5fdf0 1d76624f32e9889488c89bca0b13434126244316 396812fd97bbe744ec6f8372ad1aa6d4fd4a39191a81503d0a4239e452ca2261 Winpython64-3.11.9.0dotb6.exe 25 817 902 Bytes 4d574429605264d7982a7bc84c64efc3c8247308b16a2d48e811f608b04f4745
d76747686d9ef4cfaa954fc7bfed8adb 7905652838b7bd1ecef109ab1ff7640b6253fa86 1cf32ce07fdaf5650131b29c007c34f1c25d36765e589629d6ff4b9f1362e668 Winpython64-3.12.5.0dotb6.exe 24 359 718 Bytes c2d73147ab449e6d754719edb670a0470f79b33460fa2c935d269f3f33a541e6
92dfe02d99f496779c48fd5b93eaa4fd 9c82533efcc358d9b5c2c8f4e10b06474654316e c9a6f2a2cde0b91ff944e490105d1071206e90d5384a40db923ff5c48c6797c7 Winpython64-3.12.5.0slimb6.exe 635 754 920 Bytes 794ae8fce457b4604fc671c6a6d5b6e90fc61096099a35690b19756e1ebdbeb2
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stonebig commented Sep 8, 2024

WinPython 2024-04 rc (2024-09-09)

Changes from WinPython 2024-04 b6 :

  • Infrastructure:
    • move launcher+icon creation code in mkshim400.py
    • remove InnoSetup and NSIS installer code
    • Python-3.12.6
    • Python-3.13.0rc2
  • New Packages:
  • Upgraded Packages:
    • Spyder-5.5.6
    • Torch-2.4.1
    • Jupyterlab-4.2.5
  • Removed Packages:
    • dash (less compatible with Jupyterlab-4)

Areas of particular interest for testers:

  • Spyder-5.5.6

Next build:

  • rc binaries for Python-3.12 and Python-3.11 shall be re-named as final ina few days if no major issue is found
  • rc2 of Python-3.13.0rc2 will remain

Binaries at:

MD5 SHA-1 SHA-256 Binary Size blake2b-256
d3a0d99078b70e13b50b8c693ac23cc5 7b1e3f6ea970bddca752bd9ca9088ea30d869f96 47d8fb81b0402a61d31cd41f6e4f1a4fe0ee34fc4de781bbc0f23b2835b348f7 Winpython64-3.11.9.0dotrc.exe 25 830 003 Bytes 353952b8317754ef4370a2502a99db84f4b4ee2df681e09f40e06dd90e72ac36
1e903de80669230c7f9f571a3e8a6253 281f573e62a727bbf916f36cd8c627db20372635 5e1c9e8eedac716c4808075aace1863f74f67d4f8c78a77b4cc2e4d13c51a8c6 Winpython64-3.12.6.0dotrc.exe 24 376 540 Bytes 7f903ca6b2c616596f5e9fa27dac0a9634b5fe23291b7e1ca8a05a99985846ca
2dbb301939001f07a115a2fd9252f721 ce347726b7150cdd045928ef6b33194f70041d56 1f5532eceb35df957cd974d4650b35f8560f4499bcfbfd2d76c520658210ae21 Winpython64-3.12.6.0slimrc.exe 629 924 055 Bytes d0c66369d569c8dafdfdb190501073b097049f916753feccf0baa4154564de06
1665f6854db2c662173b0af67a6c5c08 655f9435c4e145a056fb265d9ccdb786240b7d0d dbd0fcf0997295d44068878521bad4063748765fc4921a9ca40df15f6ac050a3 Winpython64-3.12.6.0rc.7z 887 408 957 Bytes 351910364b96ef945ee26f87ebccdaa463712f5c5bb287c11d506ff526d7bc43
b1ad8631fa563fc44593022d31404a6d 7a7e7536299b3c561b856a3215e3e542056ef927 e5b7fe7970903f0207836299ebac57c2dc6d7a95e6dbd9b7e9a25fd24fd157dd Winpython64-3.13.0.1dotrc2.exe 24 642 967 Bytes e19c8a9273a458ed38d88e749a0d7d265098d50f2c79105128391593e6dcc905
a4b43f8e4a7ce78ffd3ee865e37e1ec3 793650e4f33c2d247bf91dc29b2d3b8fddc95831 8e58df9400d4e713f2f51794f3f13d683e366d1f5438499bdd352139268a640c Winpython64-3.13.0.1freerc2.exe 33 311 716 Bytes 07778110c64e4531281597e121084cba1a6f2d25ce2f28537567d6cdfcda6d36

WinPython 3.12.6.0

The following packages are included in WinPython-64bit v3.12.6.0 .

Tools

Name Version Description
Nodejs v20.15.1 a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs 10.7.0 a package manager for JavaScript
Pandoc 3.1.9 a universal document converter

Python packages

Name Version Description
Python 3.12.6 Python programming language with standard library
about_time 4.2.1 Easily measure timing and throughput of code blocks, with beautiful human friendly representations.
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
accelerate 0.28.0 Accelerate
adbc_driver_manager 0.11.0 A generic entrypoint for ADBC drivers.
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 23.2.1 File support for asyncio.
aiohttp 3.9.5 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
alive_progress 3.1.5 A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
altair 5.4.1 Vega-Altair: A declarative statistical visualization library for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anyio 4.4.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.8 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.0 Astronomy and astrophysics core library
astropy_iers_data 0.2024.4.29.0.28.48 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autograd 1.6.2 Efficiently computes derivatives of numpy code.
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.2 Microsoft Azure Core Library for Python
azure_cosmos 4.7.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.1 Microsoft Azure Identity Library for Python
babel 2.15.0 Internationalization utilities
baresql 0.8.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.8.0 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.7.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.5.1 Interactive plots and applications in the browser from Python
branca 0.7.2 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.1 A simple, correct Python build frontend
cachelib 0.13.0 A collection of cache libraries in the same API interface.
cachetools 5.3.3 Extensible memoizing collections and decorators
cartopy 0.23.0 A Python library for cartographic visualizations with Matplotlib
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.16.0 Foreign Function Interface for Python calling C code.
cftime 1.6.3 Time-handling functionality from netcdf4-python
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.3.2 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.9.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
clr_loader 0.2.6 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
cma 3.2.2 CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.2.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
coverage 7.5.3 Code coverage measurement for Python
cryptography 41.0.5 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.5.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.11 The Cython compiler for writing C extensions in the Python language.
cytoolz 0.12.3 Cython implementation of Toolz: High performance functional utilities
dask 2024.7.1 Parallel PyData with Task Scheduling
dask_expr 1.1.9 High Level Expressions for Dask
datasette 0.64.8 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.3 Data visualization toolchain based on aggregating into a grid
db_py 0.5.4b1 a db package that doesn't suck
deap 1.4.1 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 5.1.1 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
diff_match_patch 20230430 Diff Match and Patch
dill 0.3.7 serialize all of Python
dirty_cat 0.4.1 Machine learning with dirty categories.
distlib 0.3.8 Distribution utilities
distributed 2024.7.1 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.7 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docopt 0.6.2 Pythonic argument parser, that will make you smile
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.20.1 Docutils -- Python Documentation Utilities
duckdb 1.0.0 DuckDB in-process database
ecos 2.0.13 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
email_validator 2.2.0 A robust email address syntax and deliverability validation library.
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
executing 2.0.1 Get the currently executing AST node of a frame, and other information
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.111.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastapi_cli 0.0.4 Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.9.5 Fiona reads and writes spatial data files
flake8 7.1.1 the modular source code checker: pep8 pyflakes and co
flask 3.0.3 A simple framework for building complex web applications.
flask_mail 0.9.1 Flask extension for sending email
flask_session 0.5.0 Server-side session support for Flask
flask_sqlalchemy 3.0.5 Add SQLAlchemy support to your Flask application.
flit 3.9.0 A simple packaging tool for simple packages.
flit_core 3.9.0 Distribution-building parts of Flit. See flit package for more information
folium 0.17.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.51.0 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.4.1 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.6.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 0.14.4 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
grapheme 0.6.0 Unicode grapheme helpers
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.0.3 Lightweight in-process concurrent programming
guidata 3.6.2 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.10.0 Read and write HDF5 files from Python
hatchling 1.25.0 Modern, extensible Python build backend
holoviews 1.19.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.3 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httptools 0.6.1 A collection of framework independent HTTP protocol utils.
httpx 0.27.0 The next generation HTTP client.
huggingface_hub 0.24.5 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.10.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.108.5 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.12.3 Toolbox for imbalanced dataset in machine learning.
immutabledict 4.2.0 Immutable wrapper around dictionaries (a fork of frozendict)
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.2 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.5 IPython Kernel for Jupyter
ipyleaflet 0.19.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.4 Matplotlib Jupyter Extension
ipython 8.26.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.5 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 5.3.0 Useful decorators and context managers
jaraco_functools 4.0.1 Functools like those found in stdlib
jedi 0.19.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.0.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
jiter 0.5.0 Fast iterable JSON parser.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.2 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.2 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.2.5 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.3 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.13 Jupyter interactive widgets for JupyterLab
keras 3.5.0 Multi-backend Keras.
keyring 25.2.1 Store and access your passwords safely.
kiwisolver 1.4.5 A fast implementation of the Cassowary constraint solver
kornia 0.7.2 Open Source Differentiable Computer Vision Library for PyTorch
kornia_rs 0.1.3 Low level implementations for computer vision in Rust
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
lightning 2.4.0 The Deep Learning framework to train, deploy, and ship AI products Lightning fast.
lightning_utilities 0.11.6 Lightning toolbox for across the our ecosystem.
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.43.0 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
lxml 5.2.2 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.3.5 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.9.2 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.7.0 Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
ml_dtypes 0.4.0
mlxtend 0.22.0 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.30.0 The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
msal_extensions 1.2.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.0.4 MessagePack serializer
msvc_runtime 14.40.33807 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.5 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.11.1 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
narwhals 1.5.5 Extremely lightweight compatibility layer between dataframe libraries
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
netcdf4 1.7.1.post2 Provides an object-oriented python interface to the netCDF version 4 library
networkx 3.3 Python package for creating and manipulating graphs and networks
nltk 3.8.1 Natural Language Toolkit
notebook 7.2.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.60.0 compiling Python code using LLVM
numexpr 2.10.1 Fast numerical expression evaluator for NumPy
numpy 2.0.1 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.42.0 The official Python library for the openai API
opencv_python 4.10.0.84 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
optree 0.11.0 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.9.15 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
ortools 9.10.4067 Google OR-Tools python libraries and modules
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.1 Core utilities for Python packages
pandas 2.2.2 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.5.0b4 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.1 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 10.4.0 Python Imaging Library (Fork)
pint 0.23 Physical quantities module
pip 24.2 The PyPA recommended tool for installing Python packages.
pkginfo 1.9.6 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.23.0 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.6.2 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.4 Python's forecast::auto.arima equivalent
polars 1.6.0 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
ppci 0.5.9 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.47 Library for building powerful interactive command lines in Python
protobuf 5.27.3
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.29 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 17.0.0 Python library for Apache Arrow
pyaudio 0.2.14 Cross-platform audio I/O with PortAudio
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.13.1 Seamless operability between C++11 and Python
pycodestyle 2.12.0 Python style guide checker
pycosat 0.6.6 bindings to picosat (a SAT solver)
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.8.2 Data validation using Python type hints
pydantic_core 2.20.1 Core functionality for Pydantic validation and serialization
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyepsg 0.4.0 Easy access to the EPSG database via http://epsg.io/
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygame 2.5.2 Python Game Development
pygments 2.18.0 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.7.2 Python driver for MongoDB http://www.mongodb.org
pymoo 0.6.1.3 Multi-Objective Optimization in Python
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.1.0 DB API module for ODBC
pyomo 6.8.0 Pyomo: Python Optimization Modeling Objects
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.1.2 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 3.15.2 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pypng 0.20220715.0 Pure Python library for saving and loading PNG images
pyproj 3.6.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.13.0 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.1 Pure Python read/write support for ESRI Shapefile format
pysimplegui 4.60.4 Python GUIs for Humans
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pytest 8.2.2 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.12.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 8.0.4 A Python slugify application that also handles Unicode
pythonnet 3.0.3 .NET and Mono integration for Python
pythonqwt 0.12.7 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytorch_lightning 2.3.3 PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate.
pytz 2024.1 World timezone definitions, modern and historical
pyviz_comms 3.0.3 A JupyterLab extension for rendering HoloViz content.
pywin32 306 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.12 Pseudo terminal support for Windows from Python.
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0.1 YAML parser and emitter for Python
pyzmq 26.0.3 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qpsolvers 4.3.0 Quadratic programming solvers in Python with a unified API.
qrcode 7.4.2 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.7.2 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.9.3 rapid fuzzy string matching
rasterio 1.3.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 5.0.3 Python client for Redis database and key-value store
referencing 0.35.1 JSON Referencing + Python
regex 2023.10.3 Alternative regular expression module, to replace re.
reportlab 4.2.2 The Reportlab Toolkit
requests 2.31.0 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.7.1 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.13.2 Python bindings to Rust's persistent data structures (rpds)
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
safetensors 0.4.3
scikit_image 0.24.0 Image processing in Python
scikit_learn 1.5.1 A set of python modules for machine learning and data mining
scipy 1.14.1 Fundamental algorithms for scientific computing in Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.4.post1 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 72.2.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.4 Manipulation and analysis of geometric objects
shellingham 1.5.0.post1 Tool to Detect Surrounding Shell
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.19.2 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.6 Play and Record Sound with Python
soupsieve 2.5 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.3.7 Python documentation generator
sphinx_rtd_theme 2.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.8 sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.6 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
sphinxcontrib_htmlhelp 2.0.5 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.7 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
sphinxcontrib_serializinghtml 1.1.9 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.6 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.30 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.37 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.4.3 A non-validating SQL parser.
sspyrs 0.3 Lightweight interface for SSRS reports to python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.37.2 The little ASGI library that shines.
statsmodels 0.14.2 Statistical computations and models for Python
streamlit 1.37.1 A faster way to build and share data apps
streamz 0.6.3 Streams
swifter 1.3.4 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.13.2 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 3.0.0 Traceback serialization library.
tenacity 8.5.0 Retry code until it succeeds
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.6.2 Compute distance between the two texts.
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2024.7.2 Read and write TIFF files
tinycss2 1.3.0 A tiny CSS parser
tokenizers 0.19.1
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.12.3 Style preserving TOML library
toolz 0.12.0 List processing tools and functional utilities
torch 2.4.1 Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio 2.4.1 An audio package for PyTorch
torchmetrics 1.4.1 PyTorch native Metrics
tornado 6.4.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
transformers 4.44.0 State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
trio 0.26.2 A friendly Python library for async concurrency and I/O
trove_classifiers 2023.2.20 Canonical source for classifiers on PyPI (pypi.org).
twine 4.0.1 Collection of utilities for publishing packages on PyPI
typer 0.12.3 Typer, build great CLIs. Easy to code. Based on Python type hints.
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
typing_extensions 4.12.2 Backported and Experimental Type Hints for Python 3.8+
tzdata 2024.1 Provider of IANA time zone data
tzlocal 5.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.8.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.6 Uniform Manifold Approximation and Projection
uncertainties 3.1.7 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template 1.3.0 RFC 6570 URI Template Processor
urllib3 2.0.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.30.3 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
virtualenv 20.26.2 Virtual Python Environment builder
waitress 3.0.0 Waitress WSGI server
watchdog 4.0.1 Filesystem events monitoring
watchfiles 0.21.0 Simple, modern and high performance file watching and code reload in python.
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 1.12 A library for working with color names and color values formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 12.0 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.0.3 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.44.0 A built-package format for Python
widgetsnbextension 4.0.13 Jupyter interactive widgets for Jupyter Notebook
winpython 10.7.20240908 WinPython distribution tools, including WPPM
wordcloud 1.9.3 A little word cloud generator
wrapt 1.16.0 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2024.7.0 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.7.2 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.17.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.23.0 Zstandard bindings for Python

WinPython 3.12.6.0slim

The following packages are included in WinPython-64bit v3.12.6.0slim .

Tools

Name Version Description
Pandoc 3.1.9 a universal document converter

Python packages

Name Version Description
Python 3.12.6 Python programming language with standard library
about_time 4.2.1 Easily measure timing and throughput of code blocks, with beautiful human friendly representations.
absl_py 2.0.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
adbc_driver_manager 0.11.0 A generic entrypoint for ADBC drivers.
adodbapi 2.6.1.3 A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
affine 2.3.1 Matrices describing affine transformation of the plane.
aiofiles 23.2.1 File support for asyncio.
aiohttp 3.9.5 Async http client/server framework (asyncio)
aiosignal 1.3.1 aiosignal: a list of registered asynchronous callbacks
aiosqlite 0.20.0 asyncio bridge to the standard sqlite3 module
alabaster 0.7.16 A light, configurable Sphinx theme
alembic 1.13.1 A database migration tool for SQLAlchemy.
alive_progress 3.1.5 A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
altair 5.4.1 Vega-Altair: A declarative statistical visualization library for Python.
aniso8601 9.0.1 A library for parsing ISO 8601 strings.
annotated_types 0.6.0 Reusable constraint types to use with typing.Annotated
ansicolors 1.1.8 ANSI colors for Python
anyio 4.4.0 High level compatibility layer for multiple asynchronous event loop implementations
anywidget 0.9.12 custom jupyter widgets made easy
appdirs 1.4.4 A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
argon2_cffi 23.1.0 Argon2 for Python
argon2_cffi_bindings 21.2.0 Low-level CFFI bindings for Argon2
array_api_compat 1.8 A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow 1.3.0 Better dates & times for Python
asgi_csrf 0.9 ASGI middleware for protecting against CSRF attacks
asgiref 3.8.1 ASGI specs, helper code, and adapters
asn1crypto 1.5.1 Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12,
asteval 0.9.31 Safe, minimalistic evaluator of python expression using ast module
astroid 3.1.0 An abstract syntax tree for Python with inference support.
astropy 6.1.0 Astronomy and astrophysics core library
astropy_iers_data 0.2024.4.29.0.28.48 IERS Earth Rotation and Leap Second tables for the astropy core package
asttokens 2.4.1 Annotate AST trees with source code positions
async_lru 2.0.4 Simple LRU cache for asyncio
atomicwrites 1.4.0 Atomic file writes.
attrs 23.2.0 Classes Without Boilerplate
autograd 1.6.2 Efficiently computes derivatives of numpy code.
autopep8 2.0.4 A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core 1.30.2 Microsoft Azure Core Library for Python
azure_cosmos 4.7.0 Microsoft Azure Cosmos Client Library for Python
azure_identity 1.16.1 Microsoft Azure Identity Library for Python
babel 2.15.0 Internationalization utilities
baresql 0.8.0 playing SQL directly on Python datas
bcrypt 4.0.1 Modern password hashing for your software and your servers
beautifulsoup4 4.12.2 Screen-scraping library
binaryornot 0.4.4 Ultra-lightweight pure Python package to check if a file is binary or text.
black 24.8.0 The uncompromising code formatter.
bleach 6.1.0 An easy safelist-based HTML-sanitizing tool.
blinker 1.7.0 Fast, simple object-to-object and broadcast signaling
bokeh 3.5.1 Interactive plots and applications in the browser from Python
branca 0.7.2 Generate complex HTML+JS pages with Python
brotli 1.1.0 Python bindings for the Brotli compression library
build 1.2.1 A simple, correct Python build frontend
cachelib 0.13.0 A collection of cache libraries in the same API interface.
cachetools 5.3.3 Extensible memoizing collections and decorators
cartopy 0.23.0 A Python library for cartographic visualizations with Matplotlib
certifi 2024.6.2 Python package for providing Mozilla's CA Bundle.
cffi 1.16.0 Foreign Function Interface for Python calling C code.
cftime 1.6.3 Time-handling functionality from netcdf4-python
chardet 5.2.0 Universal encoding detector for Python 3
charset_normalizer 3.3.2 The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel 0.9.0 Clarabel Conic Interior Point Solver for Rust / Python
click 8.1.7 Composable command line interface toolkit
click_default_group 1.2.4 click_default_group
click_plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points.
cligj 0.7.2 Click params for commmand line interfaces to GeoJSON
cloudpickle 3.0.0 Pickler class to extend the standard pickle.Pickler functionality
clr_loader 0.2.6 Generic pure Python loader for .NET runtimes
clrmagic 0.0.1a2 IPython cell magic to use .NET languages
cma 3.2.2 CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python
colorama 0.4.6 Cross-platform colored terminal text.
colorcet 3.1.0 Collection of perceptually uniform colormaps
colorlog 6.8.2 Add colours to the output of Python's logging module.
comm 0.2.2 Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy 1.2.1 Python library for calculating contours of 2D quadrilateral grids
cookiecutter 2.6.0 A command-line utility that creates projects from project templates, e.g
cryptography 41.0.5 cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cvxopt 1.3.2 Convex optimization package
cvxpy 1.5.0 A domain-specific language for modeling convex optimization problems in Python.
cycler 0.12.1 Composable style cycles
cython 3.0.11 The Cython compiler for writing C extensions in the Python language.
cytoolz 0.12.3 Cython implementation of Toolz: High performance functional utilities
dask 2024.7.1 Parallel PyData with Task Scheduling
dask_expr 1.1.9 High Level Expressions for Dask
datasette 0.64.8 An open source multi-tool for exploring and publishing data
datasette_graphql 2.2 Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader 0.16.3 Data visualization toolchain based on aggregating into a grid
db_py 0.5.4b1 a db package that doesn't suck
deap 1.4.1 Distributed Evolutionary Algorithms in Python
debugpy 1.8.0 An implementation of the Debug Adapter Protocol for Python
decorator 5.1.1 Decorators for Humans
defusedxml 0.7.1 XML bomb protection for Python stdlib modules
deprecated 1.2.13 Python @deprecated decorator to deprecate old python classes, functions or methods.
diff_match_patch 20230430 Diff Match and Patch
dill 0.3.7 serialize all of Python
dirty_cat 0.4.1 Machine learning with dirty categories.
distributed 2024.7.1 Distributed scheduler for Dask
distro 1.8.0 Distro - an OS platform information API
django 5.0.7 A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython 2.6.1 DNS toolkit
docopt 0.6.2 Pythonic argument parser, that will make you smile
docstring_to_markdown 0.13 On the fly conversion of Python docstrings to markdown
docutils 0.20.1 Docutils -- Python Documentation Utilities
duckdb 1.0.0 DuckDB in-process database
ecos 2.0.13 This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
email_validator 2.2.0 A robust email address syntax and deliverability validation library.
entrypoints 0.4 Discover and load entry points from installed packages.
et_xmlfile 1.1.0 An implementation of lxml.xmlfile for the standard library
executing 2.0.1 Get the currently executing AST node of a frame, and other information
fast_histogram 0.14 Fast simple 1D and 2D histograms
fastapi 0.111.1 FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastapi_cli 0.0.4 Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀
fastjsonschema 2.18.0 Fastest Python implementation of JSON schema
filelock 3.14.0 A platform independent file lock.
filterpy 1.4.5 Kalman filtering and optimal estimation library
fiona 1.9.5 Fiona reads and writes spatial data files
flake8 7.1.1 the modular source code checker: pep8 pyflakes and co
flask 3.0.3 A simple framework for building complex web applications.
flask_mail 0.9.1 Flask extension for sending email
flask_session 0.5.0 Server-side session support for Flask
flask_sqlalchemy 3.0.5 Add SQLAlchemy support to your Flask application.
flit 3.9.0 A simple packaging tool for simple packages.
flit_core 3.9.0 Distribution-building parts of Flit. See flit package for more information
folium 0.17.0 Make beautiful maps with Leaflet.js & Python
fonttools 4.51.0 Tools to manipulate font files
formlayout 1.2.1a1 The most easy way to create Qt form dialogs and widgets with Python
fqdn 1.5.1 Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
frozenlist 1.4.1 A list-like structure which implements collections.abc.MutableSequence
fsspec 2024.6.1 File-system specification
future 0.18.2 Clean single-source support for Python 3 and 2
fuzzywuzzy 0.18.0 Fuzzy string matching in python
geographiclib 2.0 The geodesic routines from GeographicLib
geopandas 0.14.4 Geographic pandas extensions
geopy 2.4.1 Python Geocoding Toolbox
gitdb 4.0.10 Git Object Database
gitpython 3.1.32 GitPython is a Python library used to interact with Git repositories
grapheme 0.6.0 Unicode grapheme helpers
graphene 3.3 GraphQL Framework for Python
graphql_core 3.2.3 GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
graphql_relay 3.2.0 Relay library for graphql-core
greenlet 3.0.3 Lightweight in-process concurrent programming
guidata 3.6.2 Automatic GUI generation for easy dataset editing and display
h11 0.14.0 A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
h2 4.1.0 HTTP/2 State-Machine based protocol implementation
h5py 3.10.0 Read and write HDF5 files from Python
hatchling 1.25.0 Modern, extensible Python build backend
holoviews 1.19.1 A high-level plotting API for the PyData ecosystem built on HoloViews.
hpack 4.0.0 Pure-Python HPACK header compression
html5lib 1.1 HTML parser based on the WHATWG HTML specification
httpcore 1.0.5 A minimal low-level HTTP client.
httpie 3.2.3 HTTPie: modern, user-friendly command-line HTTP client for the API era.
httptools 0.6.1 A collection of framework independent HTTP protocol utils.
httpx 0.27.0 The next generation HTTP client.
huggingface_hub 0.24.5 Client library to download and publish models, datasets and other repos on the huggingface.co hub
hupper 1.12 Integrated process monitor for developing and reloading daemons.
hvplot 0.10.0 A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn 0.16.0 A ASGI Server based on Hyper libraries and inspired by Gunicorn
hyperframe 6.0.1 HTTP/2 framing layer for Python
hypothesis 6.108.5 A library for property-based testing
idna 3.7 Internationalized Domain Names in Applications (IDNA)
imageio 2.33.1 Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
imagesize 1.4.1 Getting image size from png/jpeg/jpeg2000/gif file
imbalanced_learn 0.12.3 Toolbox for imbalanced dataset in machine learning.
importlib_metadata 7.1.0 Read metadata from Python packages
inflection 0.5.1 A port of Ruby on Rails inflector to Python
iniconfig 2.0.0 brain-dead simple config-ini parsing
intervaltree 3.0.2 Editable interval tree data structure for Python 2 and 3
ipycanvas 0.13.2 Interactive widgets library exposing the browser's Canvas API
ipykernel 6.29.5 IPython Kernel for Jupyter
ipyleaflet 0.19.2 A Jupyter widget for dynamic Leaflet maps
ipympl 0.9.4 Matplotlib Jupyter Extension
ipython 8.26.0 IPython: Productive Interactive Computing
ipython_genutils 0.2.0 Vestigial utilities from IPython
ipython_sql 0.5.0 RDBMS access via IPython
ipywidgets 8.1.5 Jupyter interactive widgets
isoduration 20.11.0 Operations with ISO 8601 durations
isort 5.13.2 A Python utility / library to sort Python imports.
itsdangerous 2.2.0 Safely pass data to untrusted environments and back.
janus 1.0.0 Mixed sync-async queue to interoperate between asyncio tasks and classic threads
jaraco_classes 3.4.0 Utility functions for Python class constructs
jaraco_context 5.3.0 Useful decorators and context managers
jaraco_functools 4.0.1 Functools like those found in stdlib
jedi 0.19.1 An autocompletion tool for Python that can be used for text editors.
jellyfish 1.0.3 Approximate and phonetic matching of strings.
jinja2 3.1.2 A very fast and expressive template engine.
jiter 0.5.0 Fast iterable JSON parser.
joblib 1.4.2 Lightweight pipelining with Python functions
json5 0.9.14 A Python implementation of the JSON5 data format.
jsonpointer 2.4 Identify specific nodes in a JSON document (RFC 6901)
jsonschema 4.19.2 An implementation of JSON Schema validation for Python
jsonschema_specifications 2023.12.1 The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia 0.6.2 Julia/Python bridge with IPython support.
jupyter 1.0.0 Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh 4.0.5 A Jupyter extension for rendering Bokeh content.
jupyter_client 8.6.2 Jupyter protocol implementation and client libraries
jupyter_console 6.6.3 Jupyter terminal console
jupyter_core 5.7.2 Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events 0.10.0 Jupyter Event System library
jupyter_leaflet 0.19.2 ipyleaflet extensions for JupyterLab and Jupyter Notebook
jupyter_lsp 2.2.5 Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_server 2.14.2 The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications.
jupyter_server_terminals 0.5.3 A Jupyter Server Extension Providing Terminals.
jupyterlab 4.2.5 JupyterLab computational environment
jupyterlab_pygments 0.3.0 Pygments theme using JupyterLab CSS variables
jupyterlab_server 2.27.3 A set of server components for JupyterLab and JupyterLab like applications.
jupyterlab_widgets 3.0.13 Jupyter interactive widgets for JupyterLab
keras 3.5.0 Multi-backend Keras.
keyring 25.2.1 Store and access your passwords safely.
kiwisolver 1.4.5 A fast implementation of the Cassowary constraint solver
lazy_loader 0.4 Makes it easy to load subpackages and functions on demand.
linkify_it_py 2.0.2 Links recognition library with FULL unicode support.
llvmlite 0.43.0 lightweight wrapper around basic LLVM functionality
lmfit 1.3.1 Least-Squares Minimization with Bounds and Constraints
locket 1.0.0 File-based locks for Python on Linux and Windows
lxml 5.2.2 Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
mako 1.3.5 A super-fast templating language that borrows the best ideas from the existing templating languages.
markdown 3.5.1 Python implementation of John Gruber's Markdown.
markdown_it_py 2.2.0 Python port of markdown-it. Markdown parsing, done right!
markupsafe 2.1.1 Safely add untrusted strings to HTML/XML markup.
matplotlib 3.9.2 Python plotting package
matplotlib_inline 0.1.7 Inline Matplotlib backend for Jupyter
maturin 1.7.0 Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
mccabe 0.7.0 McCabe checker, plugin for flake8
mdit_py_plugins 0.3.5 Collection of plugins for markdown-it-py
mdurl 0.1.2 Markdown URL utilities
mercantile 1.2.1 Web mercator XYZ tile utilities
mergedeep 1.3.4 A deep merge function for 🐍.
missingno 0.5.1 Missing data visualization module for Python.
mistune 2.0.5 A sane Markdown parser with useful plugins and renderers
mizani 0.11.4 Scales for Python
ml_dtypes 0.4.0
mlxtend 0.22.0 Machine Learning Library Extensions
more_itertools 10.2.0 More routines for operating on iterables, beyond itertools
mpl_scatter_density 0.7 Matplotlib helpers to make density scatter plots
mpld3 0.5.8 D3 Viewer for Matplotlib
mpmath 1.3.0 Python library for arbitrary-precision floating-point arithmetic
msal 1.30.0 The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of us
msal_extensions 1.2.0 Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS an
msgpack 1.0.4 MessagePack serializer
msvc_runtime 14.40.33807 Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict 6.0.5 multidict implementation
multipledispatch 1.0.0 Multiple dispatch
mutagen 1.47.0 read and write audio tags for many formats
mypy 1.11.1 Optional static typing for Python
mypy_extensions 1.0.0 Type system extensions for programs checked with the mypy type checker.
mysql_connector_python 8.0.21 MySQL driver written in Python
namex 0.0.8 A simple utility to separate the implementation of your Python package and its public API surface.
narwhals 1.5.5 Extremely lightweight compatibility layer between dataframe libraries
nbclient 0.10.0 A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
nbconvert 7.16.1 Converting Jupyter Notebooks (.ipynb files) to other formats
nbformat 5.10.4 The Jupyter Notebook format
nest_asyncio 1.6.0 Patch asyncio to allow nested event loops
netcdf4 1.7.1.post2 Provides an object-oriented python interface to the netCDF version 4 library
networkx 3.3 Python package for creating and manipulating graphs and networks
nltk 3.8.1 Natural Language Toolkit
notebook 7.2.1 Jupyter Notebook - A web-based notebook environment for interactive computing
notebook_shim 0.2.4 A shim layer for notebook traits and config
ntlm_auth 1.5.0 Creates NTLM authentication structures
numba 0.60.0 compiling Python code using LLVM
numexpr 2.10.1 Fast numerical expression evaluator for NumPy
numpy 2.0.1 Fundamental package for array computing in Python
numpydoc 1.6.0 Sphinx extension to support docstrings in Numpy format
openai 1.42.0 The official Python library for the openai API
opencv_python 4.10.0.84 Wrapper package for OpenCV python bindings.
openpyxl 3.1.2 A Python library to read/write Excel 2010 xlsx/xlsm files
optree 0.11.0 Optimized PyTree Utilities.
optuna 3.6.1 A hyperparameter optimization framework
orjson 3.9.15 Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome 1.3.0.post0 Capture the outcome of Python function calls.
overrides 7.7.0 A decorator to automatically detect mismatch when overriding a method.
packaging 24.1 Core utilities for Python packages
pandas 2.2.2 Powerful data structures for data analysis, time series, and statistics
pandocfilters 1.5.0 Utilities for writing pandoc filters in python
panel 1.5.0b4 The powerful data exploration & web app framework for Python.
papermill 2.6.0 Parameterize and run Jupyter and nteract Notebooks
param 2.1.1 Make your Python code clearer and more reliable by declaring Parameters.
paramiko 2.8.0 SSH2 protocol library
parso 0.8.4 A Python Parser
partd 1.4.0 Appendable key-value storage
pathspec 0.11.0 Utility library for gitignore style pattern matching of file paths.
patsy 0.5.6 A Python package for describing statistical models and for building design matrices.
pdfrw 0.4.post2 PDF file reader/writer library
pep8 1.7.1 Python style guide checker
pexpect 4.8.0 Pexpect allows easy control of interactive console applications.
pg8000 1.23.0 PostgreSQL interface library
pickleshare 0.7.5 Tiny 'shelve'-like database with concurrency support
pillow 10.4.0 Python Imaging Library (Fork)
pint 0.23 Physical quantities module
pip 24.2 The PyPA recommended tool for installing Python packages.
pkginfo 1.9.6 Query metadata from sdists / bdists / installed packages.
platformdirs 4.2.2 A small Python package for determining appropriate platform-specific dirs, e.g. a user data dir.
plotly 5.23.0 An open-source, interactive data visualization library for Python
plotnine 0.13.6 A Grammar of Graphics for Python
plotpy 2.6.2 Curve and image plotting tools for Python/Qt applications
pluggy 1.5.0 plugin and hook calling mechanisms for python
ply 3.11 Python Lex & Yacc
pmdarima 2.0.4 Python's forecast::auto.arima equivalent
polars 1.6.0 Blazingly fast DataFrame library
portalocker 2.7.0 Wraps the portalocker recipe for easy usage
ppci 0.5.9 A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
prettytable 3.3.0 A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
priority 2.0.0 A pure-Python implementation of the HTTP/2 priority tree
prometheus_client 0.18.0 Python client for the Prometheus monitoring system.
prompt_toolkit 3.0.47 Library for building powerful interactive command lines in Python
protobuf 5.27.3
psutil 5.9.8 Cross-platform lib for process and system monitoring in Python.
psygnal 0.11.1 Fast python callback/event system modeled after Qt Signals
ptpython 3.0.29 Python REPL build on top of prompt_toolkit
ptyprocess 0.7.0 Run a subprocess in a pseudo terminal
pulp 2.6.0 PuLP is an LP modeler written in python
pure_eval 0.2.2 Safely evaluate AST nodes without side effects
pyarrow 17.0.0 Python library for Apache Arrow
pyaudio 0.2.14 Cross-platform audio I/O with PortAudio
pybars3 0.9.7 Handlebars.js templating for Python 3 and 2
pybind11 2.13.1 Seamless operability between C++11 and Python
pycodestyle 2.12.0 Python style guide checker
pycosat 0.6.6 bindings to picosat (a SAT solver)
pycparser 2.22 C parser in Python
pycryptodomex 3.20.0 Cryptographic library for Python
pyct 0.5.0 Python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic 2.8.2 Data validation using Python type hints
pydantic_core 2.20.1 Core functionality for Pydantic validation and serialization
pydeck 0.9.1 Widget for deck.gl maps
pydocstyle 6.3.0 Python docstring style checker
pydub 0.25.1 Manipulate audio with an simple and easy high level interface
pyerfa 2.0.1.4 Python bindings for ERFA
pyflakes 3.2.0 passive checker of Python programs
pygments 2.18.0 Pygments is a syntax highlighting package written in Python.
pyjwt 2.8.0 JSON Web Token implementation in Python
pylint 3.1.0 python code static checker
pylint_venv 3.0.3 pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
pyls_spyder 0.4.0 Spyder extensions for the python-lsp-server
pymeta3 0.5.1 Pattern-matching language based on OMeta for Python 3 and 2
pymongo 4.7.2 Python driver for MongoDB http://www.mongodb.org
pymoo 0.6.1.3 Multi-Objective Optimization in Python
pympler 1.0.1 A development tool to measure, monitor and analyze the memory behavior of Python objects.
pynacl 1.5.0 Python binding to the Networking and Cryptography (NaCl) library
pynndescent 0.5.12 Nearest Neighbor Descent
pyodbc 5.1.0 DB API module for ODBC
pyomo 6.8.0 Pyomo: Python Optimization Modeling Objects
pypandoc 1.5 Thin wrapper for pandoc.
pyparsing 3.1.2 pyparsing module - Classes and methods to define and execute parsing grammars
pypdf 3.15.2 A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pypng 0.20220715.0 Pure Python library for saving and loading PNG images
pyproj 3.6.1 Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks 1.1.0 Wrappers to call pyproject.toml-based build backend hooks.
pyqt5 5.15.10 Python bindings for the Qt cross platform application toolkit
pyqt5_qt5 5.15.2 The subset of a Qt installation needed by PyQt5.
pyqt5_sip 12.13.0 The sip module support for PyQt5
pyqtgraph 0.13.7 Scientific Graphics and GUI Library for Python
pyqtwebengine 5.15.6 Python bindings for the Qt WebEngine framework
pyqtwebengine_qt5 5.15.2 The subset of a Qt installation needed by PyQtWebEngine.
pyserial 3.5 Python Serial Port Extension
pyshp 2.3.1 Pure Python read/write support for ESRI Shapefile format
pysimplegui 4.60.4 Python GUIs for Humans
pysocks 1.7.1 A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
pytest 8.2.2 pytest: simple powerful testing with Python
python_barcode 0.15.1 Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
python_dateutil 2.8.2 Extensions to the standard Python datetime module
python_dotenv 1.0.1 Read key-value pairs from a .env file and set them as environment variables
python_json_logger 2.0.7 A python library adding a json log formatter
python_lsp_black 2.0.0 Black plugin for the Python LSP Server
python_lsp_jsonrpc 1.1.2 JSON RPC 2.0 server library
python_lsp_server 1.12.0 Python Language Server for the Language Server Protocol
python_multipart 0.0.9 A streaming multipart parser for Python
python_slugify 8.0.4 A Python slugify application that also handles Unicode
pythonnet 3.0.3 .NET and Mono integration for Python
pythonqwt 0.12.7 Qt plotting widgets for Python
pytoolconfig 1.3.1 Python tool configuration
pytz 2024.1 World timezone definitions, modern and historical
pyviz_comms 3.0.3 A JupyterLab extension for rendering HoloViz content.
pywin32 306 Python for Window Extensions
pywin32_ctypes 0.2.2 A (partial) reimplementation of pywin32 using ctypes/cffi
pywinpty 2.0.12 Pseudo terminal support for Windows from Python.
pywinusb 0.4.2 A package that simplifies USB/HID communications on windows
pyyaml 6.0.1 YAML parser and emitter for Python
pyzmq 26.0.3 Python bindings for 0MQ
qdarkstyle 3.2.3 The most complete dark/light style sheet for C++/Python and Qt applications
qrcode 7.4.2 QR Code image generator
qstylizer 0.2.2 Stylesheet Generator for PyQt{4-5}/PySide{1-2}
qtawesome 1.3.1 FontAwesome icons in PyQt and PySide applications
qtconsole 5.5.2 Jupyter Qt console
qtpy 2.4.1 Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
quantecon 0.7.2 Import the main names to top level.
quart 0.19.4 A Python ASGI web microframework with the same API as Flask
rapidfuzz 3.9.3 rapid fuzzy string matching
rasterio 1.3.10 Fast and direct raster I/O for use with Numpy and SciPy
readme_renderer 35.0 readme_renderer is a library for rendering "readme" descriptions for Warehouse
redis 5.0.3 Python client for Redis database and key-value store
referencing 0.35.1 JSON Referencing + Python
regex 2023.10.3 Alternative regular expression module, to replace re.
reportlab 4.2.2 The Reportlab Toolkit
requests 2.31.0 Python HTTP for Humans.
requests_ntlm 1.1.0 This package allows for HTTP NTLM authentication using the requests library.
requests_toolbelt 1.0.0 A utility belt for advanced users of python-requests
rfc3339_validator 0.1.4 A pure python RFC3339 validator
rfc3986 2.0.0 Validating URI References per RFC 3986
rfc3986_validator 0.1.1 Pure python rfc3986 validator
rich 13.7.1 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope 1.12.0 a python refactoring library...
rpds_py 0.13.2 Python bindings to Rust's persistent data structures (rpds)
rtree 1.1.0 R-Tree spatial index for Python GIS
rx 3.1.1 Reactive Extensions (Rx) for Python
scikit_image 0.24.0 Image processing in Python
scikit_learn 1.5.1 A set of python modules for machine learning and data mining
scipy 1.14.1 Fundamental algorithms for scientific computing in Python
scramp 1.4.1 An implementation of the SCRAM protocol.
scs 3.2.4.post1 Splitting conic solver
seaborn 0.13.2 Statistical data visualization
send2trash 1.8.2 Send file to trash natively under Mac OS X, Windows and Linux
setuptools 72.2.0 Easily download, build, install, upgrade, and uninstall Python packages
shapely 2.0.4 Manipulation and analysis of geometric objects
shellingham 1.5.0.post1 Tool to Detect Surrounding Shell
simplegeneric 0.8.1 Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
simplejson 3.19.2 Simple, fast, extensible JSON encoder/decoder for Python
simpy 4.0.1 Event discrete, process based simulation for Python.
six 1.16.0 Python 2 and 3 compatibility utilities
smmap 5.0.0 A pure Python implementation of a sliding window memory map manager
sniffio 1.3.0 Sniff out which async library your code is running under
snowballstemmer 2.2.0 This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
snuggs 1.4.7 Snuggs are s-expressions for Numpy
sortedcontainers 2.4.0 Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
sounddevice 0.4.6 Play and Record Sound with Python
soupsieve 2.5 A modern CSS selector implementation for Beautiful Soup.
sphinx 7.3.7 Python documentation generator
sphinx_rtd_theme 2.0.0 Read the Docs theme for Sphinx
sphinxcontrib_applehelp 1.0.8 sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books
sphinxcontrib_devhelp 1.0.6 sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents
sphinxcontrib_htmlhelp 2.0.5 sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
sphinxcontrib_jquery 4.1 Extension to include jQuery on newer Sphinx releases
sphinxcontrib_jsmath 1.0.1 A sphinx extension which renders display math in HTML via JavaScript
sphinxcontrib_qthelp 1.0.7 sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents
sphinxcontrib_serializinghtml 1.1.9 sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
spyder 5.5.6 The Scientific Python Development Environment
spyder_kernels 2.5.2 Jupyter kernels for Spyder's console
sqlalchemy 2.0.30 Database Abstraction Library
sqlite_bro 0.13.1 a graphic SQLite Client in 1 Python file
sqlite_fts4 1.0.3 Python functions for working with SQLite FTS4 search
sqlite_utils 3.37 CLI tool and Python library for manipulating SQLite databases
sqlparse 0.4.3 A non-validating SQL parser.
sspyrs 0.3 Lightweight interface for SSRS reports to python
stack_data 0.6.3 Extract data from python stack frames and tracebacks for informative displays
starlette 0.37.2 The little ASGI library that shines.
statsmodels 0.14.2 Statistical computations and models for Python
streamlit 1.37.1 A faster way to build and share data apps
streamz 0.6.3 Streams
swifter 1.3.4 A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
sympy 1.13.2 Computer algebra system (CAS) in Python
tabulate 0.9.0 Pretty-print tabular data
tbats 1.1.0 BATS and TBATS for time series forecasting
tblib 3.0.0 Traceback serialization library.
tenacity 8.5.0 Retry code until it succeeds
terminado 0.18.1 Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
text_unidecode 1.3 The most basic Text::Unidecode port
textdistance 4.6.2 Compute distance between the two texts.
threadpoolctl 3.5.0 threadpoolctl
three_merge 0.1.1 Simple library for merging two strings with respect to a base one
tifffile 2024.7.2 Read and write TIFF files
tinycss2 1.3.0 A tiny CSS parser
toml 0.10.2 Python Library for Tom's Obvious, Minimal Language
tomli 2.0.1 A lil' TOML parser
tomli_w 1.0.0 A lil' TOML writer
tomlkit 0.12.3 Style preserving TOML library
toolz 0.12.0 List processing tools and functional utilities
tornado 6.4.1 Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm 4.66.4 Fast, Extensible Progress Meter
traitlets 5.14.1 Traitlets Python configuration system
traittypes 0.2.1 Scipy trait types
trio 0.26.2 A friendly Python library for async concurrency and I/O
trove_classifiers 2023.2.20 Canonical source for classifiers on PyPI (pypi.org).
twine 4.0.1 Collection of utilities for publishing packages on PyPI
typer 0.12.3 Typer, build great CLIs. Easy to code. Based on Python type hints.
types_python_dateutil 2.9.0.20240316 Typing stubs for python-dateutil
typing_extensions 4.12.2 Backported and Experimental Type Hints for Python 3.8+
tzdata 2024.1 Provider of IANA time zone data
tzlocal 5.2 tzinfo object for the local timezone
uc_micro_py 1.0.1 Micro subset of unicode data files for linkify-it-py projects.
ujson 5.8.0 Ultra fast JSON encoder and decoder for Python
umap_learn 0.5.6 Uniform Manifold Approximation and Projection
uncertainties 3.1.7 Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
uri_template 1.3.0 RFC 6570 URI Template Processor
urllib3 2.0.3 HTTP library with thread-safe connection pooling, file post, and more.
uvicorn 0.30.3 The lightning-fast ASGI server.
vega_datasets 0.9.0 A Python package for offline access to Vega datasets
waitress 3.0.0 Waitress WSGI server
watchdog 4.0.1 Filesystem events monitoring
watchfiles 0.21.0 Simple, modern and high performance file watching and code reload in python.
wcwidth 0.2.13 Measures the displayed width of unicode strings in a terminal
webcolors 1.12 A library for working with color names and color values formats defined by HTML and CSS.
webencodings 0.5.1 Character encoding aliases for legacy web content
websocket_client 1.8.0 WebSocket client for Python with low level API options
websockets 12.0 An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug 3.0.3 The comprehensive WSGI web application library.
whatthepatch 1.0.2 A patch parsing and application library.
wheel 0.44.0 A built-package format for Python
widgetsnbextension 4.0.13 Jupyter interactive widgets for Jupyter Notebook
winpython 10.7.20240908 WinPython distribution tools, including WPPM
wordcloud 1.9.3 A little word cloud generator
wrapt 1.16.0 Module for decorators, wrappers and monkey patching.
wsproto 1.2.0 WebSockets state-machine based protocol implementation
xarray 2024.7.0 N-D labeled arrays and datasets in Python
xlsxwriter 3.1.9 A Python module for creating Excel XLSX files.
xlwings 0.24.7 Make Excel fly: Interact with Excel from Python and vice versa.
xmltodict 0.13.0 Makes working with XML feel like you are working with JSON
xyzservices 2023.10.1 Source of XYZ tiles providers
yapf 0.40.1 A formatter for Python code.
yarl 1.7.2 Yet another URL library
yt_dlp 2023.7.6 A youtube-dl fork with additional features and patches
zict 3.0.0 Mutable mapping tools
zipp 3.17.0 Backport of pathlib-compatible object wrapper for zip files
zstandard 0.23.0 Zstandard bindings for Python

@stonebig
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WinPython 2024-03 final is like rc, just re-tagged binaries

binaries at:

MD5 SHA-1 SHA-256 Binary Size blake2b-256
d3a0d99078b70e13b50b8c693ac23cc5 7b1e3f6ea970bddca752bd9ca9088ea30d869f96 47d8fb81b0402a61d31cd41f6e4f1a4fe0ee34fc4de781bbc0f23b2835b348f7 Winpython64-3.11.9.0dot.exe 25 830 003 Bytes 353952b8317754ef4370a2502a99db84f4b4ee2df681e09f40e06dd90e72ac36
1e903de80669230c7f9f571a3e8a6253 281f573e62a727bbf916f36cd8c627db20372635 5e1c9e8eedac716c4808075aace1863f74f67d4f8c78a77b4cc2e4d13c51a8c6 Winpython64-3.12.6.0dot.exe 24 376 540 Bytes 7f903ca6b2c616596f5e9fa27dac0a9634b5fe23291b7e1ca8a05a99985846ca
2dbb301939001f07a115a2fd9252f721 ce347726b7150cdd045928ef6b33194f70041d56 1f5532eceb35df957cd974d4650b35f8560f4499bcfbfd2d76c520658210ae21 Winpython64-3.12.6.0slim.exe 629 924 055 Bytes d0c66369d569c8dafdfdb190501073b097049f916753feccf0baa4154564de06
1665f6854db2c662173b0af67a6c5c08 655f9435c4e145a056fb265d9ccdb786240b7d0d dbd0fcf0997295d44068878521bad4063748765fc4921a9ca40df15f6ac050a3 Winpython64-3.12.6.0.7z 887 408 957 Bytes 351910364b96ef945ee26f87ebccdaa463712f5c5bb287c11d506ff526d7bc43
b1ad8631fa563fc44593022d31404a6d 7a7e7536299b3c561b856a3215e3e542056ef927 e5b7fe7970903f0207836299ebac57c2dc6d7a95e6dbd9b7e9a25fd24fd157dd Winpython64-3.13.0.1dotrc2.exe 24 642 967 Bytes e19c8a9273a458ed38d88e749a0d7d265098d50f2c79105128391593e6dcc905
a4b43f8e4a7ce78ffd3ee865e37e1ec3 793650e4f33c2d247bf91dc29b2d3b8fddc95831 8e58df9400d4e713f2f51794f3f13d683e366d1f5438499bdd352139268a640c Winpython64-3.13.0.1freerc2.exe 33 311 716 Bytes 07778110c64e4531281597e121084cba1a6f2d25ce2f28537567d6cdfcda6d36

@stonebig
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post-mortem missed:

  • Panel-1.5.0b4 instead of 1.5.0rc1 (hummmmm)

@stonebig stonebig unpinned this issue Sep 14, 2024
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