Release 2024-01 follow-up #1274

stonebig · 2023-11-25T11:22:10Z

Target date: mid february 2024

Wanted:

python-3.12.1 with torch and numba
Operation Research packages refresh
python-3.13.0a4 : to bring "interpreters" (Eric Snow) and JIT (Brandt Bucher),
uncertain: Jupyterlab-4.1 (....seems mid / end feb now, a bit too "fresh")

Focus:

python-3.13.0a4 (multi-interpreters, JIT, as free threads seems more for a6-a7 at best hope)
operation research, without the ugly text files passed to a close binary

Exploratory:

llm, phy-2, https://webllm.mlc.ai/
onnx
qt6
in search of Operational Research but simple to understand and maintained:
- ortools from google, (big, really, but a big name too)
- pyomo (wrapper on several class of problem, but without motors)
- highspy
- multi-objective optimizations tool

Direction:

speed: python-3.13 with multi-interpreters, free-threads, small jit:
- multi-interpreter scout tester is here : Tony Baloney(@anthonypjshaw
- 'jit' option speed is branch 'justin' in https://github.com/faster-cpython/benchmarking-public
- 'free-thread' 39 steps towards testable branch is there PEP 703 -- Making the Global Interpreter Lock Optional in CPython python/cpython#108219
- keeping an eye on mojo: https://docs.modular.com/mojo/changelog.html
how to evolve python to manage this is here: https://discuss.python.org/t/what-is-the-long-term-vision-for-a-parallel-python-programming-model/39190
Rust packages are trendy, and mainly "universal" binaries.

stonebig · 2023-11-25T11:22:16Z

Audit trail:

b1 (2023-12-17: numba-rc and pre-torch on Python-3.12)

b2 (2024-02-2x: ortools, still numba-rc and pre-torch on Python-3.12)

numba-0.59.0 final
torch-2.2 final

b3 (2024-03-0x )

python-3.13.0a4

rc (2024-03-1x )

stonebig · 2023-12-16T12:01:24Z

WinPython 2024-01 b1 (2023-12-17)

Changes from WinPython 2023-04:

Infrastructure:
- python-3.12.1
- python-3.11.7
New Packages:
- for python-3.12: numba-0.59.rc1 + Torch-2.2.0dev
Upgraded Packages:
- polars-0.20.0, pandas-2.1.4, bokeh-3.3.2
- keras-3.0.1, streamlit-1.29.0

Areas of particular interest for testers:

python updates,
WinPython-3.12.1 has now
- 550 packages vs 600 for WinPython-3.11.7 and 500 for WinPython-3.12.0
- with still torch "dev", numba "rc1 with disclaimer", multidict "anticipated patch"
- .. Python is released each year in october, but will the eco-system take 4 month to catch-up ? or 6 as last time ? (numba+torch being the usual last ones)
- ... re-reading the shannon plan, it started one version later, but mostly on track on dev, so if the target was right, we may get an up-to 66% boost in 3.13

next build:

more 3.12 packages

binaries at:

MD5	SHA-1	SHA-256	Binary	Size	blake2b-256
22fbc96b613d03787983d8b3c90d9323	e7d3f17922f22b855d6ab94c7d82c68309f3c69b	2c778ce9d8a2bf51f25c723d544471160aa919e4b703fe3089a87e4b971ad0b2	Winpython64-3.11.7.0dotb1.exe	25 210 896 Bytes	4b4d79611ef6ddb6ff7391433217047624c98518ba4eebfb280d20c7be481bed
0b526900399d3e37a36107cb54802d7a	a4e30b52732d8ef63c31feec5b0b61276a27634e	a931410613d7bb20c728973d7230ccef84fdc448122eefd5a5f58e755999c8d3	Winpython64-3.11.7.0b1.exe	834 182 031 Bytes	9e2817e7168d0fba94bb1792d11042a9c1b2f21f6db6d204def4e0f696d7b312
b86d39313a0fab70d670f1297ae321ff	6adc8eb0729374a15150f9c4faf02ccdbfbb3e8f	22eb93438541ab3169ba00101baaf7aed13dde670e45235c5dee3bac56162cd6	Winpython64-3.12.1.0dotb1.exe	24 210 636 Bytes	c2507154685ead5e6ff522f299a4d4575c60aabe93394e054a4a33ddda5dd445
45c3aabac4ee0afbf7efe79275990d3a	c43782dd352236054025d8d5dbf3706b9fdae219	cdc1958fef8092b21984cc43b60e513b16504d21eb7923cda81b87907c97d7a0	Winpython64-3.12.1.0b1.exe	767 275 999 Bytes	ebb60fedd0819030c45d593e1ca3307baa3fffa7613e00af9c7c091ec5aacafb

WinPython 3.11.7.0

The following packages are included in WinPython-64bit v3.11.7.0 b1.

Tools

Name	Version	Description
Nodejs	v20.9.0	a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs	10.1.0	a package manager for JavaScript
Pandoc	3.1.9	a universal document converter

Python packages

Name	Version	Description
Python	3.11.7	Python programming language with standard library
absl_py	2.0.0	Abseil Python Common Libraries, see github.com/abseil/abseil-py.
accelerate	0.23.0	Accelerate
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	3.8.6	Async http client/server framework (asyncio)
aiosignal	1.3.1	aiosignal: a list of registered asynchronous callbacks
aiosqlite	0.19.0	asyncio bridge to the standard sqlite3 module
alabaster	0.7.12	A configurable sidebar-enabled Sphinx theme
alembic	1.12.1	A database migration tool for SQLAlchemy.
altair	5.2.0	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	0.5.0	Reusable constraint types to use with typing.Annotated
ansi2html	1.8.0	Convert text with ANSI color codes to HTML or to LaTeX
anyio	3.7.1	High level compatibility layer for multiple asynchronous event loop implementations
anywidget	0.7.1	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	The secure Argon2 password hashing algorithm.
argon2_cffi_bindings	21.2.0	Low-level CFFI bindings for Argon2
array_api_compat	1.4	A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow	1.2.2	Better dates & times for Python
arviz	0.15.1	Exploratory analysis of Bayesian models
asciitree	0.3.3	Draws ASCII trees.
asgi_csrf	0.9	ASGI middleware for protecting against CSRF attacks
asgiref	3.7.2	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, PKCS#5, X.509 and TSP
asteval	0.9.27	Safe, minimalistic evaluator of python expression using ast module
astroid	3.0.1	An abstract syntax tree for Python with inference support.
astropy	5.3.4	Community-developed python astronomy tools
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	23.1.0	Classes Without Boilerplate
autopep8	2.0.4	A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core	1.29.5	Microsoft Azure Core Library for Python
azure_cosmos	4.5.1	Microsoft Azure Cosmos Client Library for Python
azure_identity	1.15.0	Microsoft Azure Identity Library for Python
babel	2.13.1	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	23.11.0	The uncompromising code formatter.
bleach	6.0.0	An easy safelist-based HTML-sanitizing tool.
blinker	1.7.0	Fast, simple object-to-object and broadcast signaling
blis	0.7.10	The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc	1.10.6	Blosc data compressor
bokeh	3.3.2	Interactive plots and applications in the browser from Python
botorch	0.9.2	Bayesian Optimization in PyTorch
bottleneck	1.3.7	Fast NumPy array functions written in C
bqplot	0.12.42	Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca	0.6.0	Generate complex HTML+JS pages with Python
brewer2mpl	1.4.1	Connect colorbrewer2.org color maps to Python and matplotlib
brotli	1.1.0	Python bindings for the Brotli compression library
build	1.0.3	A simple, correct Python build frontend
cachelib	0.10.2	A collection of cache libraries in the same API interface.
cachetools	5.3.1	Extensible memoizing collections and decorators
catalogue	2.0.10	Super lightweight function registries for your library
certifi	2023.7.22	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 2 and 3
charset_normalizer	3.2.0	The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click	8.1.7	Composable command line interface toolkit
click_default_group	1.2.4	Extends click.Group to invoke a command without explicit subcommand name
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	Extended pickling support for Python objects
clr_loader	0.2.6	Generic pure Python loader for .NET runtimes
clrmagic	0.0.1a2	IPython cell magic to use .NET languages
colorama	0.4.6	Cross-platform colored terminal text.
colorcet	3.0.1	Collection of perceptually uniform colormaps
comm	0.1.4	Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
confection	0.1.3	The sweetest config system for Python
cons	0.4.5	An implementation of Lisp/Scheme-like cons in Python.
contourpy	1.1.1	Python library for calculating contours of 2D quadrilateral grids
cookiecutter	2.3.0	A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage	7.3.2	Code coverage measurement for Python
cramjam	2.7.0	Thin Python bindings to de/compression algorithms in Rust
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	1.3.2	A domain-specific language for modeling convex optimization problems in Python.
cycler	0.12.1	Composable style cycles
cymem	2.0.7	Manage calls to calloc/free through Cython
cython	3.0.5	The Cython compiler for writing C extensions for the Python language.
cytoolz	0.12.1	Cython implementation of Toolz: High performance functional utilities
daqp	0.5.1	DAQP: A dual active-set QP solver
dash	2.14.1	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	2023.10.1	Parallel PyData with Task Scheduling
dask_glm	0.2.0	Generalized Linear Models with Dask
dask_image	2023.8.1	Distributed image processing
dask_ml	2023.3.24	A library for distributed and parallel machine learning
dataclasses_json	0.5.7	Easily serialize dataclasses to and from JSON
datasette	0.64.5	A tool for exploring and publishing data
datasette_graphql	2.2	Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader	0.16.0	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.
deprecation	2.1.0	A library to handle automated deprecations
diff_match_patch	20200713	Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill	0.3.7	serialize all of python
dirty_cat	0.4.1	Machine learning with dirty categories.
distlib	0.3.6	Distribution utilities
distributed	2023.10.1	Distributed scheduler for Dask
django	4.2.5	A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dm_tree	0.1.8	Tree is a library for working with nested data structures.
dnspython	2.4.2	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	0.18.1	Docutils -- Python Documentation Utilities
duckdb	0.9.2	DuckDB embedded database
ecos	2.0.12	This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
editables	0.3	Editable installations
emcee	3.1.4	The Python ensemble sampling toolkit for MCMC
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
etuples	0.3.8	Python S-expression emulation using tuple-like objects.
executing	2.0.1	Get the currently executing AST node of a frame, and other information
fast_histogram	0.12	Fast simple 1D and 2D histograms
fastai	2.7.13	fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi	0.104.1	FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore	1.5.29	Python supercharged for fastai development
fastdownload	0.0.7	A general purpose data downloading library.
fasteners	0.18	A python package that provides useful locks.
fastjsonschema	2.18.0	Fastest Python implementation of JSON schema
fastparquet	2023.8.0	Python support for Parquet file format
fastprogress	1.0.3	A nested progress with plotting options for fastai
feather_format	0.4.1	Simple wrapper library to the Apache Arrow-based Feather File Format
filelock	3.12.4	A platform independent file lock.
filterpy	1.4.5	Kalman filtering and optimal estimation library
fiona	1.9.4.post1	Fiona reads and writes spatial data files
flake8	6.1.0	the modular source code checker: pep8, pyflakes and co
flask	2.3.3	A simple framework for building complex web applications.
flask_mail	0.9.1	Flask extension for sending email
flask_session	0.5.0	Adds server-side session support to your Flask application
flask_sqlalchemy	3.0.5	Adds 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	0.14.0	Make beautiful maps with Leaflet.js & Python
fonttools	4.44.0	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	1.4.0	A list-like structure which implements collections.abc.MutableSequence
fsspec	2023.9.2	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
gast	0.4.0	Python AST that abstracts the underlying Python version
gdal	3.7.3	GDAL: Geospatial Data Abstraction Library
geographiclib	2.0	The geodesic routines from GeographicLib
geopandas	0.14.0	Geographic pandas extensions
geopy	2.4.0	Python Geocoding Toolbox
gitdb	4.0.10	Git Object Database
gitpython	3.1.32	Python Git Library
gmpy2	2.1.5	GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
gpt4all	1.0.8	Python bindings for GPT4All
gpytorch	1.11	An implementation of Gaussian Processes in Pytorch
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-next
greenlet	3.0.1	Lightweight in-process concurrent programming
guidata	3.2.2	Automatic graphical user interfaces 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
h5netcdf	1.2.0	netCDF4 via h5py
h5py	3.10.0	Read and write HDF5 files from Python
hatch	1.7.0	Modern, extensible Python project management
hatchling	1.18.0	Modern, extensible Python build backend
holoviews	1.18.1	Stop plotting your data - annotate your data and let it visualize itself.
hpack	4.0.0	Pure-Python HPACK header compression
html5lib	1.1	HTML parser based on the WHATWG HTML specification
httpcore	0.18.0	A minimal low-level HTTP client.
httpie	3.2.2	HTTPie - a CLI, cURL-like tool for humans.
httpx	0.25.0	The next generation HTTP client.
huggingface_hub	0.19.4	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	0.9.0	A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn	0.14.4	A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe	6.0.1	HTTP/2 framing layer for Python
hyperlink	21.0.0	A featureful, immutable, and correct URL for Python.
hypothesis	6.87.1	A library for property-based testing
idlex	1.22	IDLE Extensions for Python
idna	3.4	Internationalized Domain Names in Applications (IDNA)
imageio	2.31.1	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	0.11.0	Toolbox for imbalanced dataset in machine learning.
importlib_metadata	6.8.0	Read metadata from Python packages
inflection	0.5.1	A port of Ruby on Rails inflector to Python
iniconfig	2.0.0	iniconfig: brain-dead simple config-ini parsing
intervaltree	3.0.2	Editable interval tree data structure for Python 2 and 3
ipycanvas	0.13.1	Interactive widgets library exposing the browser's Canvas API
ipydatagrid	1.2.0	Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel	6.26.0	IPython Kernel for Jupyter
ipyleaflet	0.18.0	A Jupyter widget for dynamic Leaflet maps
ipympl	0.9.3	Matplotlib Jupyter Extension
ipython	8.18.1	IPython: Productive Interactive Computing
ipython_genutils	0.2.0	Vestigial utilities from IPython
ipython_sql	0.5.0	RDBMS access via IPython
ipywidgets	8.1.1	IPython HTML widgets for Jupyter
isoduration	20.11.0	Operations with ISO 8601 durations
isort	5.12.0	A Python utility / library to sort Python imports.
itsdangerous	2.1.2	Various helpers to 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	3.3.0	Utility functions for Python class constructs
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	a library for doing approximate and phonetic matching of strings.
jinja2	3.1.2	A small but fast and easy to use stand-alone template engine written in pure python.
joblib	1.3.2	Lightweight pipelining: using Python functions as pipeline jobs.
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	2023.7.1	The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia	0.6.1	Julia/Python bridge with IPython support.
jupyter	1.0.0	Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh	3.0.7	A Jupyter extension for rendering Bokeh content.
jupyter_client	8.6.0	Jupyter protocol implementation and client libraries
jupyter_console	6.6.3	Jupyter terminal console
jupyter_core	5.5.0	Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events	0.9.0	Jupyter Event System library
jupyter_lsp	2.2.0	Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging	0.12.3	Jupyter Packaging Utilities
jupyter_server	2.5.0	The Jupyter Server
jupyter_server_mathjax	0.2.6	MathJax resources as a Jupyter Server Extension.
jupyter_server_terminals	0.4.4	A Jupyter Server Extension Providing Terminals.
jupyter_sphinx	0.4.0	Jupyter Sphinx Extensions
jupyterlab	4.0.9	The JupyterLab notebook server extension.
jupyterlab_pygments	0.2.2	Pygments theme
jupyterlab_server	2.25.2	JupyterLab Server
jupyterlab_widgets	3.0.9	JupyterLab extension providing HTML widgets
keras	3.0.1	Deep Learning for humans
keyring	24.2.0	Store and access your passwords safely.
kiwisolver	1.4.5	A fast implementation of the Cassowary constraint solver
langchain	0.0.292	Building applications with LLMs through composability
langcodes	3.3.0	Tools for labeling human languages with IETF language tags
langsmith	0.0.67	Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader	0.3	lazy_loader
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.
llm	0.12	A CLI utility and Python library for interacting with Large Language Models, including OpenAI, PaLM and local models installed on your own machine.
llm_gpt4all	0.1.1	Plugin for LLM adding support for GPT4ALL models
llm_llama_cpp	0.1a0	LLM plugin for running models using llama.cpp
llm_markov	0.1	Plugin for LLM adding a Markov chain generating model
llm_python	0.1	Run a Python interpreter in the LLM virtual environment
llvmlite	0.41.1	lightweight wrapper around basic LLVM functionality
lmfit	1.0.3	Least-Squares Minimization with Bounds and Constraints
locket	1.0.0	File-based locks for Python for Linux and Windows
logical_unification	0.4.5	Logical unification in Python
loky	3.4.0	A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml	4.9.3	Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4	4.3.2	LZ4 Bindings for Python
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 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.
marshmallow	3.12.1	A lightweight library for converting complex datatypes to and from native Python datatypes.
marshmallow_enum	1.5.1	Enum field for Marshmallow
matplotlib	3.8.2	Python plotting package
matplotlib_inline	0.1.6	Inline Matplotlib backend for Jupyter
maturin	1.3.1	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 🐍.
minikanren	1.0.3	Relational programming in Python
missingno	0.5.1	Missing data visualization module for Python.
mistune	2.0.5	The fastest markdown parser in pure Python
mizani	0.9.2	Scales for Python
mlxtend	0.22.0	Machine Learning Library Extensions
more_itertools	9.0.0	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 enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect.
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 and Linux. Concurrent data access will be coordinated by a file lock mechanism.
msgpack	1.0.4	MessagePack (de)serializer.
msvc_runtime	14.36.32532	Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict	6.0.2	multidict implementation
multipledispatch	0.6.0	Multiple dispatch
murmurhash	1.0.9	Cython bindings for MurmurHash
mutagen	1.46.0	read and write audio tags for many formats
mypy	1.7.1	Optional static typing for Python
mypy_extensions	1.0.0	Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python	8.0.21	MySQL driver written in Python
namex	0.0.7	A simple utility to separate the implementation of your Python package and its public API surface.
nbclient	0.8.0	A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert	7.10.0	Converting Jupyter Notebooks
nbdime	4.0.1	Diff and merge of Jupyter Notebooks
nbformat	5.7.0	The Jupyter Notebook format
nbval	0.9.6	A py.test plugin to validate Jupyter notebooks
nest_asyncio	1.5.6	Patch asyncio to allow nested event loops
netcdf4	1.6.5	Provides an object-oriented python interface to the netCDF version 4 library.
networkx	3.2.1	Python package for creating and manipulating graphs and networks
nlopt	2.7.1	Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk	3.8.1	Natural Language Toolkit
notebook	7.0.6	A web-based notebook environment for interactive computing
notebook_shim	0.2.3	A shim layer for notebook traits and config
ntlm_auth	1.5.0	Creates NTLM authentication structures
numba	0.58.1	compiling Python code using LLVM
numcodecs	0.12.1	A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numexpr	2.8.7	Fast numerical expression evaluator for NumPy
numpy	1.26.2	NumPy is the fundamental package for array computing with Python.
numpydoc	1.3	Sphinx extension to support docstrings in Numpy format
openai	0.28.1	Python client library for the OpenAI API
opencv_python	4.8.1.78	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
orjson	3.7.3	Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
osqp	0.6.2.post9	OSQP: The Operator Splitting QP Solver
outcome	1.3.0.post0	Capture the outcome of Python function calls.
packaging	22.0	Core utilities for Python packages
pandas	2.1.4	Powerful data structures for data analysis, time series, and statistics
pandocfilters	1.5.0	Utilities for writing pandoc filters in python
panel	1.3.4	A high level app and dashboarding solution for Python.
papermill	2.5.0	Parametrize and run Jupyter and nteract Notebooks
param	2.0.1	Declarative Python programming using Parameters.
paramiko	2.8.0	SSH2 protocol library
parso	0.8.3	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.
pathy	0.10.2	pathlib.Path subclasses for local and cloud bucket storage
patsy	0.5.3	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	10.1.0	Python Imaging Library (Fork)
pims	0.6.1	Python Image Sequence
pint	0.19.2	Physical quantities module
pip	23.3.1	The PyPA recommended tool for installing Python packages.
pkginfo	1.9.6	Query metadatdata from sdists / bdists / installed packages.
platformdirs	3.8.1	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly	5.18.0	An open-source, interactive graphing library for Python
plotnine	0.12.4	A grammar of graphics for python
plotpy	2.0.1	Plotpy is a library which results from merge of guidata and guiqwt.
pluggy	1.0.0	plugin and hook calling mechanisms for python
ply	3.11	Python Lex & Yacc
pmdarima	2.0.3	Python's forecast::auto.arima equivalent
polars	0.20.0	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
preshed	3.0.8	Cython hash table that trusts the keys are pre-hashed
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	3.0.41	Library for building powerful interactive command lines in Python
protobuf	4.25.1	Protocol Buffers
psutil	5.9.5	Cross-platform lib for process and system monitoring in Python.
psygnal	0.9.5	Fast python callback/event system modeled after Qt Signals
ptpython	3.0.23	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. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval	0.2.2	Safely evaluate AST nodes without side effects
py2vega	0.6.1	A Python to Vega-expression transpiler.
pyaml	20.4.0	PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow	13.0.0	Python library for Apache Arrow
pyaudio	0.2.11	Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3	0.9.7	Handlebars.js templating for Python 3 and 2
pybind11	2.11.1	Seamless operability between C++11 and Python
pycodestyle	2.11.1	Python style guide checker
pycosat	0.6.3	bindings to picosat (a SAT solver)
pycparser	2.21	C parser in Python
pycryptodomex	3.18.0	Cryptographic library for Python
pyct	0.4.8	python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic	2.5.2	Data validation and settings management using python 3.6 type hinting
pydantic_core	2.14.5
pydeck	0.8.0	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	2.0.1.1	Python bindings for ERFA
pyflakes	3.1.0	passive checker of Python programs
pygad	3.2.0	PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame	2.5.2	Python Game Development
pygments	2.16.1	Pygments is a syntax highlighting package written in Python.
pyjwt	2.4.0	JSON Web Token implementation in Python
pylint	3.0.2	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-language-server
pymc	5.5.0	Markov Chain Monte Carlo sampling toolkit.
pymeta3	0.5.1	Pattern-matching language based on OMeta for Python 3 and 2
pymongo	4.5.0	Python driver for MongoDB
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	0.5.11	Nearest Neighbor Descent
pyodbc	5.0.1	DB API Module for ODBC
pyopengl	3.1.7	Standard OpenGL bindings for Python
pypandoc	1.5	Thin wrapper for pandoc.
pyparsing	3.0.9	Python parsing module
pypdf	3.15.2	A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pyperclip	1.8.2	A cross-platform clipboard module for Python. (Only handles plain text for now.)
pypng	0.20220715.0	Pure Python library for saving and loading PNG images
pyproj	3.4.1	Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks	1.0.0	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	0.13.3	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	1.8.4	A Python library for probabilistic modeling and inference
pyserial	3.5	Python Serial Port Extension
pysocks	1.7.1	A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache	0.5.4	Mustache for Python
pytensor	2.12.3	Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs.
pytest	7.4.2	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	1.0.0	Add .env support to your django/flask apps in development and deployments
python_json_logger	2.0.7	A python library adding a json log formatter
python_lsp_black	1.3.0	Black plugin for the Python LSP Server
python_lsp_jsonrpc	1.1.1	JSON RPC 2.0 server library
python_lsp_server	1.9.0	Python Language Server for the Language Server Protocol
python_multipart	0.0.5	A streaming multipart parser for Python
python_slugify	6.1.2	A Python Slugify application that handles Unicode
python_ulid	1.1.0	Universally Unique Lexicographically Sortable Identifier
pythonnet	3.0.3	.Net and Mono integration for Python
pythonqwt	0.11.2	Qt plotting widgets for Python
pytoolconfig	1.2.4	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	3.0.0	Bidirectional communication for the PyViz ecosystem.
pywin32	306	Python for Window Extensions
pywin32_ctypes	0.2.0	A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty	2.0.9	Python bindings for the winpty library
pywinusb	0.4.2	A package that simplifies USB/HID communications on windows
pyyaml	6.0.1	YAML parser and emitter for Python
pyzmq	25.1.1	Python bindings for 0MQ
pyzo	4.14.2	the Python IDE for scientific computing
qdarkstyle	3.2	The most complete dark stylesheet for Python and Qt applications
qdldl	0.1.7	QDLDL, a free LDL factorization routine.
qpsolvers	3.4.0	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	1.2.3	FontAwesome icons in PyQt and PySide applications
qtconsole	5.5.1	Jupyter Qt console
qtpy	2.4.1	Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog	0.1.11	Quadratic Programming Solver
quantecon	0.5.3	QuantEcon is a package to support all forms of quantitative economic modelling.
quart	0.18.3	A Python ASGI web microframework with the same API as Flask
rapidfuzz	3.5.2	rapid fuzzy string matching
rasterio	1.3.9	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 key-value store
referencing	0.30.2	JSON Referencing + Python
regex	2023.10.3	Alternative regular expression module, to replace re.
reportlab	4.0.4	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	0.10.1	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	13.7.0	Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope	1.6.0	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	0.3.3	Fast and Safe Tensor serialization
scikit_image	0.22.0	Image processing routines for SciPy
scikit_learn	1.3.2	A set of python modules for machine learning and data mining
scikit_optimize	0.9.0	Sequential model-based optimization toolbox.
scipy	1.11.3	SciPy: Scientific Library for Python
scramp	1.4.1	An implementation of the SCRAM protocol.
scs	3.2.4.post1	scs: splitting conic solver
seaborn	0.13.0	seaborn: statistical data visualization
send2trash	1.8.0	Send file to trash natively under Mac OS X, Windows and Linux.
setuptools	69.0.2	Easily download, build, install, upgrade, and uninstall Python packages
shapely	2.0.1	Geometric objects, predicates, and operations
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	3.17.6	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.
smart_open	5.2.1	Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap	5.0.0	A pure Python implementation of a sliding window memory map manager
snakeviz	2.1.0	A web-based viewer for Python profiler output
sniffio	1.3.0	Sniff out which async library your code is running under
snowballstemmer	2.2.0	This package provides 26 stemmers for 25 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	2.3.2.post1	A modern CSS selector implementation for Beautiful Soup.
spacy	3.6.1	Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy	3.0.12	Legacy registered functions for spaCy backwards compatibility
spacy_loggers	1.0.3	Logging utilities for SpaCy
sphinx	7.2.6	Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme	1.3.0	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	5.5.0	The Scientific Python Development Environment
spyder_kernels	2.5.0	Jupyter kernels for Spyder's console
sqlalchemy	2.0.22	Database Abstraction Library
sqlite_bro	0.12.2	a graphic SQLite Client in 1 Python file
sqlite_fts4	1.0.3	Python functions for working with SQLite FTS4 search
sqlite_migrate	0.1a2	A simple database migration system for SQLite, based on sqlite-utils
sqlite_utils	3.36	CLI tool and Python utility functions for manipulating SQLite databases
sqlparse	0.4.3	Non-validating SQL parser
srsly	2.4.5	Modern high-performance serialization utilities for Python
sspyrs	0.3	Lightweight interface for SSRS reports to python
stack_data	0.6.1	Extract data from python stack frames and tracebacks for informative displays
starlette	0.27.0	The little ASGI library that shines.
statsmodels	0.14.0	Statistical computations and models for Python
streamlit	1.29.0	The fastest way to build data apps in Python
streamz	0.6.3	Streams
supersmoother	0.4	Python implementation of Friedman's Supersmoother
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	Computer algebra system (CAS) in Python
tables	3.7.0	Hierarchical datasets for 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	0.17.0	Terminals served to xterm.js using Tornado websockets
text_unidecode	1.3	The most basic Text::Unidecode port
textdistance	4.5.0	Compute distance between the two texts.
thinc	8.1.12	Practical Machine Learning for NLP
threadpoolctl	3.1.0	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(r) files
tinycss2	1.1.1	tinycss2
tokenizers	0.13.3	Fast and Customizable Tokenizers
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	0.11.6	Style preserving TOML library
toolz	0.12.0	List processing tools and functional utilities
torch	2.1.1	Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio	2.1.1	An audio package for PyTorch
torchvision	0.16.1	image and video datasets and models for torch deep learning
tornado	6.4	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm	4.65.0	Fast, Extensible Progress Meter
traitlets	5.13.0	Traitlets Python config system
traittypes	0.2.1	Scipy trait types
transformers	4.33.2	State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
trio	0.23.1	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	0.9.0	Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions	4.9.0	Backported and Experimental Type Hints for Python 3.5+
typing_inspect	0.8.0	Runtime inspection utilities for typing module.
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	5.3.0	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.
userpath	1.8.0	Cross-platform tool for adding locations to the user PATH
uvicorn	0.22.0	The lightning-fast ASGI server.
validators	0.18.2	Python Data Validation for Humans™.
vega_datasets	0.9.0	A Python package for offline access to Vega datasets
virtualenv	20.23.0	Virtual Python Environment builder
waitress	2.1.2	Waitress WSGI server
wasabi	0.10.1	A lightweight console printing and formatting toolkit
wasmer	1.1.0	Python extension to run WebAssembly binaries
wasmer_compiler_cranelift	1.1.0	The Cranelift compiler for the `wasmer` package (to compile WebAssembly module)
wasmer_compiler_singlepass	1.1.0	Python extension to run WebAssembly binaries
watchdog	2.2.0	Filesystem events monitoring
wcwidth	0.2.9	Measures number of Terminal column cells of wide-character codes
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	1.6.4	WebSocket client for Python. hybi13 is supported.
websockets	12.0	An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug	3.0.1	The comprehensive WSGI web application library.
whatthepatch	1.0.2	A patch parsing and application library.
wheel	0.40.0	A built-package format for Python
widgetsnbextension	4.0.9	IPython HTML widgets for Jupyter
winpython	7.1.20231216	WinPython distribution tools, including WPPM
wordcloud	1.9.2	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	2023.12.0	N-D labeled arrays and datasets in Python
xarray_einstats	0.6.0	Stats, linear algebra and einops for xarray
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
zarr	2.16.1	An implementation of chunked, compressed, N-dimensional arrays for Python.
zict	3.0.0	Mutable mapping tools
zipp	3.9.0	Backport of pathlib-compatible object wrapper for zip files
zstandard	0.22.0	Zstandard bindings for Python

WinPython 3.12.1.0

The following packages are included in WinPython-64bit v3.12.1.0 b1.

Tools

Name	Version	Description
Nodejs	v20.9.0	a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs	10.1.0	a package manager for JavaScript
Pandoc	3.1.9	a universal document converter

Python packages

Name	Version	Description
Python	3.12.1	Python programming language with standard library
accelerate	0.23.0	Accelerate
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	3.9.0	Async http client/server framework (asyncio)
aiosignal	1.3.1	aiosignal: a list of registered asynchronous callbacks
aiosqlite	0.19.0	asyncio bridge to the standard sqlite3 module
alabaster	0.7.12	A configurable sidebar-enabled Sphinx theme
alembic	1.12.1	A database migration tool for SQLAlchemy.
altair	5.2.0	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	0.5.0	Reusable constraint types to use with typing.Annotated
ansi2html	1.8.0	Convert text with ANSI color codes to HTML or to LaTeX
ansiwrap	0.8.4	textwrap, but savvy to ANSI colors and styles
anyio	3.7.1	High level compatibility layer for multiple asynchronous event loop implementations
anywidget	0.7.1	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	The secure Argon2 password hashing algorithm.
argon2_cffi_bindings	21.2.0	Low-level CFFI bindings for Argon2
array_api_compat	1.4	A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow	1.2.2	Better dates & times for Python
asciitree	0.3.3	Draws ASCII trees.
asgi_csrf	0.9	ASGI middleware for protecting against CSRF attacks
asgiref	3.7.2	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, PKCS#5, X.509 and TSP
asteval	0.9.27	Safe, minimalistic evaluator of python expression using ast module
astroid	3.0.1	An abstract syntax tree for Python with inference support.
astropy	5.3.4	Community-developed python astronomy tools
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	23.1.0	Classes Without Boilerplate
autopep8	2.0.4	A tool that automatically formats Python code to conform to the PEP 8 style guide
azure_core	1.29.5	Microsoft Azure Core Library for Python
azure_cosmos	4.5.1	Microsoft Azure Cosmos Client Library for Python
azure_identity	1.15.0	Microsoft Azure Identity Library for Python
babel	2.13.1	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	23.11.0	The uncompromising code formatter.
bleach	6.0.0	An easy safelist-based HTML-sanitizing tool.
blinker	1.7.0	Fast, simple object-to-object and broadcast signaling
bokeh	3.3.2	Interactive plots and applications in the browser from Python
botorch	0.9.2	Bayesian Optimization in PyTorch
bqplot	0.12.42	Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca	0.6.0	Generate complex HTML+JS pages with Python
brewer2mpl	1.4.1	Connect colorbrewer2.org color maps to Python and matplotlib
brotli	1.1.0	Python bindings for the Brotli compression library
build	1.0.3	A simple, correct Python build frontend
cachelib	0.10.2	A collection of cache libraries in the same API interface.
cachetools	5.3.1	Extensible memoizing collections and decorators
certifi	2023.7.22	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 2 and 3
charset_normalizer	3.2.0	The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
click	8.1.7	Composable command line interface toolkit
click_default_group	1.2.4	Extends click.Group to invoke a command without explicit subcommand name
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	Extended pickling support for Python objects
clr_loader	0.2.6	Generic pure Python loader for .NET runtimes
clrmagic	0.0.1a2	IPython cell magic to use .NET languages
colorama	0.4.6	Cross-platform colored terminal text.
colorcet	3.0.1	Collection of perceptually uniform colormaps
comm	0.1.4	Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy	1.1.1	Python library for calculating contours of 2D quadrilateral grids
cookiecutter	2.3.0	A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage	7.3.2	Code coverage measurement for Python
cryptography	41.0.5	cryptography is a package which provides cryptographic recipes and primitives to Python developers.
cycler	0.12.1	Composable style cycles
cython	3.0.5	The Cython compiler for writing C extensions for the Python language.
dash	2.14.1	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	2023.10.1	Parallel PyData with Task Scheduling
dask_glm	0.2.0	Generalized Linear Models with Dask
dask_image	2023.8.1	Distributed image processing
dask_ml	2023.3.24	A library for distributed and parallel machine learning
dataclasses_json	0.5.7	Easily serialize dataclasses to and from JSON
datasette	0.64.5	A tool for exploring and publishing data
datasette_graphql	2.2	Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader	0.16.0	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.
deprecation	2.1.0	A library to handle automated deprecations
diff_match_patch	20200713	Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill	0.3.7	serialize all of python
dirty_cat	0.4.1	Machine learning with dirty categories.
distlib	0.3.6	Distribution utilities
distributed	2023.10.1	Distributed scheduler for Dask
django	4.2.5	A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython	2.4.2	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	0.18.1	Docutils -- Python Documentation Utilities
editables	0.3	Editable installations
emcee	3.1.4	The Python ensemble sampling toolkit for MCMC
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	0.12	Fast simple 1D and 2D histograms
fastapi	0.104.1	FastAPI framework, high performance, easy to learn, fast to code, ready for production
fasteners	0.18	A python package that provides useful locks.
fastjsonschema	2.18.0	Fastest Python implementation of JSON schema
feather_format	0.4.1	Simple wrapper library to the Apache Arrow-based Feather File Format
filelock	3.12.4	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	6.1.0	the modular source code checker: pep8, pyflakes and co
flask	2.3.3	A simple framework for building complex web applications.
flask_mail	0.9.1	Flask extension for sending email
flask_session	0.5.0	Adds server-side session support to your Flask application
flask_sqlalchemy	3.0.5	Adds 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	0.14.0	Make beautiful maps with Leaflet.js & Python
fonttools	4.44.0	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	1.3.0	A list-like structure which implements collections.abc.MutableSequence
fsspec	2023.9.2	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
gast	0.4.0	Python AST that abstracts the underlying Python version
gdal	3.7.3	GDAL: Geospatial Data Abstraction Library
geographiclib	2.0	The geodesic routines from GeographicLib
geopandas	0.14.0	Geographic pandas extensions
geopy	2.4.0	Python Geocoding Toolbox
gitdb	4.0.10	Git Object Database
gitpython	3.1.32	Python Git Library
gpt4all	1.0.8	Python bindings for GPT4All
gpytorch	1.11	An implementation of Gaussian Processes in Pytorch
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-next
greenlet	3.0.1	Lightweight in-process concurrent programming
guidata	3.2.2	Automatic graphical user interfaces 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
hatch	1.7.0	Modern, extensible Python project management
hatchling	1.18.0	Modern, extensible Python build backend
holoviews	1.18.1	Stop plotting your data - annotate your data and let it visualize itself.
hpack	4.0.0	Pure-Python HPACK header compression
html5lib	1.1	HTML parser based on the WHATWG HTML specification
httpcore	0.18.0	A minimal low-level HTTP client.
httpie	3.2.2	HTTPie - a CLI, cURL-like tool for humans.
httpx	0.25.0	The next generation HTTP client.
huggingface_hub	0.19.4	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	0.9.0	A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn	0.14.4	A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe	6.0.1	HTTP/2 framing layer for Python
hyperlink	21.0.0	A featureful, immutable, and correct URL for Python.
hypothesis	6.87.1	A library for property-based testing
idlex	1.22	IDLE Extensions for Python
idna	3.4	Internationalized Domain Names in Applications (IDNA)
imageio	2.31.1	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	0.11.0	Toolbox for imbalanced dataset in machine learning.
importlib_metadata	6.8.0	Read metadata from Python packages
inflection	0.5.1	A port of Ruby on Rails inflector to Python
iniconfig	2.0.0	iniconfig: brain-dead simple config-ini parsing
intervaltree	3.0.2	Editable interval tree data structure for Python 2 and 3
ipycanvas	0.13.1	Interactive widgets library exposing the browser's Canvas API
ipydatagrid	1.2.0	Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel	6.26.0	IPython Kernel for Jupyter
ipyleaflet	0.18.0	A Jupyter widget for dynamic Leaflet maps
ipympl	0.9.3	Matplotlib Jupyter Extension
ipython	8.18.1	IPython: Productive Interactive Computing
ipython_genutils	0.2.0	Vestigial utilities from IPython
ipython_sql	0.5.0	RDBMS access via IPython
ipywidgets	8.1.1	IPython HTML widgets for Jupyter
isoduration	20.11.0	Operations with ISO 8601 durations
isort	5.12.0	A Python utility / library to sort Python imports.
itsdangerous	2.1.2	Various helpers to 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	3.3.0	Utility functions for Python class constructs
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	a library for doing approximate and phonetic matching of strings.
jinja2	3.1.2	A small but fast and easy to use stand-alone template engine written in pure python.
joblib	1.3.2	Lightweight pipelining: using Python functions as pipeline jobs.
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	2023.7.1	The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia	0.6.1	Julia/Python bridge with IPython support.
jupyter	1.0.0	Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh	3.0.7	A Jupyter extension for rendering Bokeh content.
jupyter_client	8.6.0	Jupyter protocol implementation and client libraries
jupyter_console	6.6.3	Jupyter terminal console
jupyter_core	5.5.0	Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events	0.9.0	Jupyter Event System library
jupyter_lsp	2.2.0	Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging	0.12.3	Jupyter Packaging Utilities
jupyter_server	2.5.0	The Jupyter Server
jupyter_server_mathjax	0.2.6	MathJax resources as a Jupyter Server Extension.
jupyter_server_terminals	0.4.4	A Jupyter Server Extension Providing Terminals.
jupyter_sphinx	0.4.0	Jupyter Sphinx Extensions
jupyterlab	4.0.9	The JupyterLab notebook server extension.
jupyterlab_pygments	0.2.2	Pygments theme
jupyterlab_server	2.25.2	JupyterLab Server
jupyterlab_widgets	3.0.9	JupyterLab extension providing HTML widgets
keras	2.4.3	Deep Learning for humans
keyring	24.2.0	Store and access your passwords safely.
kiwisolver	1.4.5	A fast implementation of the Cassowary constraint solver
langchain	0.0.292	Building applications with LLMs through composability
langsmith	0.0.67	Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader	0.3	lazy_loader
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.
llm	0.12	A CLI utility and Python library for interacting with Large Language Models, including OpenAI, PaLM and local models installed on your own machine.
llm_gpt4all	0.1.1	Plugin for LLM adding support for GPT4ALL models
llm_llama_cpp	0.1a0	LLM plugin for running models using llama.cpp
llm_markov	0.1	Plugin for LLM adding a Markov chain generating model
llm_python	0.1	Run a Python interpreter in the LLM virtual environment
llvmlite	0.42.0rc1	lightweight wrapper around basic LLVM functionality
lmfit	1.0.3	Least-Squares Minimization with Bounds and Constraints
locket	1.0.0	File-based locks for Python for Linux and Windows
loky	3.4.0	A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml	4.9.3	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 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.
marshmallow	3.12.1	A lightweight library for converting complex datatypes to and from native Python datatypes.
marshmallow_enum	1.5.1	Enum field for Marshmallow
matplotlib	3.8.2	Python plotting package
matplotlib_inline	0.1.6	Inline Matplotlib backend for Jupyter
maturin	1.3.1	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	The fastest markdown parser in pure Python
mizani	0.9.2	Scales for Python
mlxtend	0.22.0	Machine Learning Library Extensions
more_itertools	9.0.0	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 enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect.
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 and Linux. Concurrent data access will be coordinated by a file lock mechanism.
msgpack	1.0.4	MessagePack (de)serializer.
msvc_runtime	14.36.32532	Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict	6.0.4	multidict implementation
multipledispatch	0.6.0	Multiple dispatch
mutagen	1.46.0	read and write audio tags for many formats
mypy	1.7.1	Optional static typing for Python
mypy_extensions	1.0.0	Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python	8.0.21	MySQL driver written in Python
nbclient	0.8.0	A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert	7.10.0	Converting Jupyter Notebooks
nbdime	4.0.1	Diff and merge of Jupyter Notebooks
nbformat	5.7.0	The Jupyter Notebook format
nbval	0.9.6	A py.test plugin to validate Jupyter notebooks
nest_asyncio	1.5.6	Patch asyncio to allow nested event loops
netcdf4	1.6.5	Provides an object-oriented python interface to the netCDF version 4 library.
networkx	3.2.1	Python package for creating and manipulating graphs and networks
nltk	3.8.1	Natural Language Toolkit
notebook	7.0.6	A web-based notebook environment for interactive computing
notebook_shim	0.2.3	A shim layer for notebook traits and config
ntlm_auth	1.5.0	Creates NTLM authentication structures
numba	0.59.0rc1	compiling Python code using LLVM
numcodecs	0.12.1	A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numexpr	2.8.7	Fast numerical expression evaluator for NumPy
numpy	1.26.2	NumPy is the fundamental package for array computing with Python.
numpydoc	1.3	Sphinx extension to support docstrings in Numpy format
openai	0.28.1	Python client library for the OpenAI API
opencv_python	4.8.1.78	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
orjson	3.9.9	Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
outcome	1.3.0.post0	Capture the outcome of Python function calls.
packaging	22.0	Core utilities for Python packages
pandas	2.1.4	Powerful data structures for data analysis, time series, and statistics
pandocfilters	1.5.0	Utilities for writing pandoc filters in python
panel	1.3.4	A high level app and dashboarding solution for Python.
papermill	2.4.0	Parametrize and run Jupyter and nteract Notebooks
param	2.0.1	Declarative Python programming using Parameters.
paramiko	2.8.0	SSH2 protocol library
parso	0.8.3	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	0.5.3	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	10.1.0	Python Imaging Library (Fork)
pims	0.6.1	Python Image Sequence
pint	0.19.2	Physical quantities module
pip	23.3.1	The PyPA recommended tool for installing Python packages.
pkginfo	1.9.6	Query metadatdata from sdists / bdists / installed packages.
platformdirs	3.8.1	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly	5.18.0	An open-source, interactive graphing library for Python
plotnine	0.12.4	A grammar of graphics for python
plotpy	2.0.1	Plotpy is a library which results from merge of guidata and guiqwt.
pluggy	1.0.0	plugin and hook calling mechanisms for python
ply	3.11	Python Lex & Yacc
pmdarima	2.0.4	Python's forecast::auto.arima equivalent
polars	0.20.0	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	3.0.41	Library for building powerful interactive command lines in Python
protobuf	4.25.1	Protocol Buffers
psutil	5.9.5	Cross-platform lib for process and system monitoring in Python.
psygnal	0.9.5	Fast python callback/event system modeled after Qt Signals
ptpython	3.0.23	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. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval	0.2.2	Safely evaluate AST nodes without side effects
py2vega	0.6.1	A Python to Vega-expression transpiler.
pyaml	20.4.0	PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow	14.0.1	Python library for Apache Arrow
pyaudio	0.2.14	Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3	0.9.7	Handlebars.js templating for Python 3 and 2
pybind11	2.11.1	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	2.21	C parser in Python
pycryptodomex	3.18.0	Cryptographic library for Python
pyct	0.4.8	python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic	2.5.2	Data validation and settings management using python 3.6 type hinting
pydantic_core	2.14.5
pydeck	0.8.0	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	2.0.1.1	Python bindings for ERFA
pyflakes	3.1.0	passive checker of Python programs
pygad	3.2.0	PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame	2.5.2	Python Game Development
pygments	2.16.1	Pygments is a syntax highlighting package written in Python.
pyjwt	2.4.0	JSON Web Token implementation in Python
pylint	3.0.2	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-language-server
pymeta3	0.5.1	Pattern-matching language based on OMeta for Python 3 and 2
pymongo	4.5.0	Python driver for MongoDB
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	0.5.11	Nearest Neighbor Descent
pyodbc	5.0.1	DB API Module for ODBC
pyopengl	3.1.7	Standard OpenGL bindings for Python
pypandoc	1.5	Thin wrapper for pandoc.
pyparsing	3.0.9	Python parsing module
pypdf	3.15.2	A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
pyperclip	1.8.2	A cross-platform clipboard module for Python. (Only handles plain text for now.)
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	1.0.0	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	0.13.3	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	1.8.4	A Python library for probabilistic modeling and inference
pyserial	3.5	Python Serial Port Extension
pysocks	1.7.1	A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache	0.5.4	Mustache for Python
pytest	7.4.2	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	1.0.0	Add .env support to your django/flask apps in development and deployments
python_json_logger	2.0.7	A python library adding a json log formatter
python_lsp_black	1.3.0	Black plugin for the Python LSP Server
python_lsp_jsonrpc	1.1.1	JSON RPC 2.0 server library
python_lsp_server	1.9.0	Python Language Server for the Language Server Protocol
python_multipart	0.0.5	A streaming multipart parser for Python
python_slugify	6.1.2	A Python Slugify application that handles Unicode
python_ulid	1.1.0	Universally Unique Lexicographically Sortable Identifier
pythonnet	3.0.3	.Net and Mono integration for Python
pythonqwt	0.11.2	Qt plotting widgets for Python
pytoolconfig	1.2.4	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	3.0.0	Bidirectional communication for the PyViz ecosystem.
pywin32	306	Python for Window Extensions
pywin32_ctypes	0.2.0	A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty	2.0.12	Python bindings for the winpty library
pywinusb	0.4.2	A package that simplifies USB/HID communications on windows
pyyaml	6.0.1	YAML parser and emitter for Python
pyzmq	25.1.2	Python bindings for 0MQ
pyzo	4.14.2	the Python IDE for scientific computing
qdarkstyle	3.2	The most complete dark stylesheet for 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	1.2.3	FontAwesome icons in PyQt and PySide applications
qtconsole	5.5.1	Jupyter Qt console
qtpy	2.4.1	Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quantecon	0.5.3	QuantEcon is a package to support all forms of quantitative economic modelling.
quart	0.18.3	A Python ASGI web microframework with the same API as Flask
rapidfuzz	3.5.2	rapid fuzzy string matching
rasterio	1.3.9	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 key-value store
referencing	0.30.2	JSON Referencing + Python
regex	2023.10.3	Alternative regular expression module, to replace re.
reportlab	4.0.4	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	0.10.1	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	13.7.0	Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope	1.6.0	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	0.22.0	Image processing routines for SciPy
scikit_learn	1.3.2	A set of python modules for machine learning and data mining
scikit_optimize	0.9.0	Sequential model-based optimization toolbox.
scipy	1.11.3	SciPy: Scientific Library for Python
scramp	1.4.1	An implementation of the SCRAM protocol.
seaborn	0.13.0	seaborn: statistical data visualization
send2trash	1.8.0	Send file to trash natively under Mac OS X, Windows and Linux.
setuptools	69.0.2	Easily download, build, install, upgrade, and uninstall Python packages
shapely	2.0.1	Geometric objects, predicates, and operations
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	3.17.6	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
snakeviz	2.1.0	A web-based viewer for Python profiler output
sniffio	1.3.0	Sniff out which async library your code is running under
snowballstemmer	2.2.0	This package provides 26 stemmers for 25 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	2.3.2.post1	A modern CSS selector implementation for Beautiful Soup.
sphinx	7.2.6	Tool for generating documentation which uses reStructuredText as its markup language
sphinx_rtd_theme	1.3.0	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	5.5.0	The Scientific Python Development Environment
spyder_kernels	2.5.0	Jupyter kernels for Spyder's console
sqlalchemy	2.0.22	Database Abstraction Library
sqlite_bro	0.12.2	a graphic SQLite Client in 1 Python file
sqlite_fts4	1.0.3	Python functions for working with SQLite FTS4 search
sqlite_migrate	0.1a2	A simple database migration system for SQLite, based on sqlite-utils
sqlite_utils	3.36	CLI tool and Python utility functions for manipulating SQLite databases
sqlparse	0.4.3	Non-validating SQL parser
sspyrs	0.3	Lightweight interface for SSRS reports to python
stack_data	0.6.1	Extract data from python stack frames and tracebacks for informative displays
starlette	0.27.0	The little ASGI library that shines.
statsmodels	0.14.0	Statistical computations and models for Python
streamlit	1.29.0	The fastest way to build data apps in Python
streamz	0.6.3	Streams
supersmoother	0.4	Python implementation of Friedman's Supersmoother
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	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	0.17.0	Terminals served to xterm.js using Tornado websockets
text_unidecode	1.3	The most basic Text::Unidecode port
textdistance	4.5.0	Compute distance between the two texts.
textwrap3	0.9.2	textwrap from Python 3.6 backport (plus a few tweaks)
threadpoolctl	3.1.0	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(r) files
tinycss2	1.1.1	tinycss2
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	0.11.6	Style preserving TOML library
toolz	0.12.0	List processing tools and functional utilities
torch	2.2.0.dev20231213+cpu	Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio	2.2.0.dev20231213+cpu	An audio package for PyTorch
torchvision	0.18.0.dev20231213+cpu	image and video datasets and models for torch deep learning
tornado	6.4	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm	4.65.0	Fast, Extensible Progress Meter
traitlets	5.13.0	Traitlets Python config system
traittypes	0.2.1	Scipy trait types
trio	0.23.1	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
typing_extensions	4.9.0	Backported and Experimental Type Hints for Python 3.5+
typing_inspect	0.8.0	Runtime inspection utilities for typing module.
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.
userpath	1.8.0	Cross-platform tool for adding locations to the user PATH
uvicorn	0.22.0	The lightning-fast ASGI server.
validators	0.18.2	Python Data Validation for Humans™.
vega_datasets	0.9.0	A Python package for offline access to Vega datasets
virtualenv	20.23.0	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	The Cranelift compiler for the `wasmer` package (to compile WebAssembly module)
wasmer_compiler_singlepass	1.1.0	Python extension to run WebAssembly binaries
watchdog	2.2.0	Filesystem events monitoring
wcwidth	0.2.9	Measures number of Terminal column cells of wide-character codes
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	1.6.4	WebSocket client for Python. hybi13 is supported.
websockets	12.0	An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug	3.0.1	The comprehensive WSGI web application library.
whatthepatch	1.0.2	A patch parsing and application library.
wheel	0.40.0	A built-package format for Python
widgetsnbextension	4.0.9	IPython HTML widgets for Jupyter
winpython	7.1.20231216	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	2023.12.0	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
zarr	2.16.1	An implementation of chunked, compressed, N-dimensional arrays for Python.
zict	3.0.0	Mutable mapping tools
zipp	3.9.0	Backport of pathlib-compatible object wrapper for zip files
zstandard	0.22.0	Zstandard bindings for Python

stonebig · 2023-12-17T20:14:36Z

Playing with https://webllm.mlc.ai/ (so webgpu on a weak intel laptop of 4 years ago)

about 3 Go of model to cash, 5' of wait
then 2 words per second, via WASM.

Both ugly, and yet, 1 year ago we had only 4 words per second on Cloud-only.

RoyiAvital · 2023-12-20T20:18:46Z

Is Numba 0.59 a must?
I'd think so, but what do you think?

stonebig · 2023-12-23T17:34:28Z

Is Numba 0.59 a must? I'd think so, but what do you think?

Numba roadmap is every 3 month, so Numba-0.59 final can only be 3 month late, so shall be in next cycle.
In fact, it wass already in Winpython 2024-01 b1 for Python-3.12 of december 17th, as there was on other choice

stonebig · 2023-12-31T14:59:59Z

Prelude: python-3.13.0a2 (2023-12-31)

Python-3.13.0a2 is not yet including jit, interpreters official package, free-threads...
... but curiously, on the classic sudoku test, it seems 20% faster at first launch than Python-3.12.

Areas of particular interest for testers:

basic pure python testing
users of Windows 11 22H2 can read .7z archive natively
- post-fix the file with ".7z" ,
- then right-click and choose "Extract-all".

Binaries at:

Next builds:

in theory during alphas, the build with JIT shall be the most interesting, if accessible
the free-threading build shall be interesting starting beta cycle, if accessible
nota:
- the "shannon plan" revisited for 3.13: https://github.com/faster-cpython/ideas/tree/main/3.13
- the "shannon plan" hopes listed in 3.12: https://github.com/faster-cpython/ideas/tree/main/3.12
- so a 50% speed-up is the WinPython hope this cycle, like with an integrated mypyc.

MD5	SHA-1	SHA-256	Binary	Size	blake2b-256
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WinPython 3.13.0.0dot

The following packages are included in WinPython-64bit v3.13.0.0dot a2.

Tools

Name	Version	Description

Python packages

Name	Version	Description
Python	3.13.0	Python programming language with standard library
build	1.0.3	A simple, correct Python build frontend
colorama	0.4.6	Cross-platform colored terminal text.
msvc_runtime	14.38.33130	Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
packaging	22.0	Core utilities for Python packages
pip	23.3.1	The PyPA recommended tool for installing Python packages.
pyproject_hooks	1.0.0	Wrappers to call pyproject.toml-based build backend hooks.
setuptools	69.0.2	Easily download, build, install, upgrade, and uninstall Python packages
sqlite_bro	0.12.2	a graphic SQLite Client in 1 Python file
wheel	0.40.0	A built-package format for Python
winpython	7.1.20231216	WinPython distribution tools, including WPPM

Xero64 · 2024-01-03T18:19:09Z

It seems that numpy is now smaller and linked to the mkl package in the latest C Gohlke release:

https://github.com/cgohlke/numpy-mkl-wheels/releases/tag/v2024.1.3

Would this make it easier to have a WinPython+mkl release included going forward?

stonebig · 2024-01-04T10:48:11Z

It seems that numpy is now smaller and linked to the mkl package in the latest C Gohlke release:

https://github.com/cgohlke/numpy-mkl-wheels/releases/tag/v2024.1.3

Would this make it easier to have a WinPython+mkl release included going fo forward?

In theory yes, if VirusTotal was happy with intel_openmp-2024.0.2-py2.py3-none-win_amd64.whl package.
After the bandwith problem, then the bandwith problem, the true problem of our Python times is the Pipeline attack avoidance

stonebig · 2024-01-04T13:57:18Z

counting T-Tops: A100 / 4090 = 1200 Tops, 4070 = 450 Tops, 4060ti = 4070 laptop= 350 Tops, 4050 laptop = 50tops(?), M3 Max = 35 Tops/400Gbps, Zen 5 HawkPoint = 15 Tops / 135Gbps... bandwith / ram Size / Speed is a bottleneck

future (mid 24): Zen 5 StrixPoint = 50(?) Tops, SnapDragon X elite = 45/75tops/135Gbps,
end 2024: Zen 5 StrixHalo = 50 Tops ... looks too small

noting xps14 comes with the copilot button and a rtx4050, xps16 up to rtx4070, amd RocM praised on Linux, Cuda on Windows

an interesting article, even if biased, from Ampere CPO, summarised in the title: https://www.techradar.com/pro/for-many-ai-applications-gpus-are-compute-overkill-consuming-much-more-power-and-money-than-needed-how-ampere-computing-plans-to-ride-the-ai-wave

So, the speach could be:

the "npu" in Q1 2024 apu is less powerfull then the "gpu" in the same apu, 15 Tops vs 35 tops, but consumes nothing.
Q3 2024, the next apus will have npu at 50 tops... but if it consumes nothing, why not 100 ?

stonebig · 2024-01-14T15:05:32Z

WinPython 2024-01 b2 (2024-01-27)

Changes from WinPython 2024-01 b1:

Infrastructure:
- fix an old glitch in build process introduced per flit
- nodejs-20.11.0
- python-3.13.0a3
New Packages:
- for python-3.11 only: higspy
- new for python-3.12 : duckdb-9.3dev
- pymoo, pyomo
- clarabel: at last an interior point solver, at last a rust solver, ... maybe all c++ solver will soon go to the museum
- ortools (98 Mo, the heavy piece): then we see what we can remove (simpler maintenance)
Upgraded Packages:
- jupyterlab-4.11.0, pandas-2.2.0, trio, statsmodels,
- numba-0.59.0 (rc2 or final)
Removed Packages:
- bqplot , tensorboard, llm

Areas of particular interest for testers:

the "a mazing" world of optimisation: pyomo, clarabel, pymoo, highspy
ortools: one OR from Google to replace them most ?

next build:

more 3.12 packages, and less packages not maintained (still 50 packages missing)
numba-0.59 final, torch final

MD5	SHA-1	SHA-256	Binary	Size	blake2b-256
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f55da8e2e4ee5771545680c0a26ade91	f2d4529f5a3ad53411c6257f55c8a6b5db45ee5a	5023f0e8c0f72e493f2b9d13c449c51c10f970ebedfd91a98ac0d7cbd57a40db	Winpython64-3.11.7.0b2.exe	924 089 405 Bytes	b4c2532fa7f2b1a562016b965d10e421d08119308abda7b28f6e3600378a6c14
6d36ffe2fd351ea0b254ded7c4bcda7c	642b3f58507da959526676f1ec8b0a9ca4d8cc16	134ed502ca8708c099ab83fe92e9e10c8dde5a50caa73367ec06982d1752022f	Winpython64-3.12.1.0dotb2.exe	24 220 617 Bytes	9d7d987d6621a2e5b7a22ffd04158ad6c6e7f2f607461019045278264fd7e343
11768a5ab69e7d5d41e5bc422ab40c61	325891f98227a520dfb2b8e917cbd21ecfee8502	7be3415c8701aa0eb849360eeaf5bf07d32a94e5251efc86fc48f8b92a3832c4	Winpython64-3.12.1.0b2.exe	866 310 979 Bytes	5997ce88e6a8aafafc82ed84b54c23ea5680949dcc1645cb3f008fcdbd03df29
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binaries at:

WinPython 3.11.7.0

The following packages are included in WinPython-64bit v3.11.7.0 b2.

Tools

Name	Version	Description
Nodejs	v20.11.0	a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs	10.2.4	a package manager for JavaScript
Pandoc	3.1.9	a universal document converter

Python packages

Name	Version	Description
Python	3.11.7	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 github.com/abseil/abseil-py.
accelerate	0.23.0	Accelerate
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	3.9.1	Async http client/server framework (asyncio)
aiosignal	1.3.1	aiosignal: a list of registered asynchronous callbacks
aiosqlite	0.19.0	asyncio bridge to the standard sqlite3 module
alabaster	0.7.13	A configurable sidebar-enabled Sphinx theme
alembic	1.12.1	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	5.2.0	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
ansi2html	1.8.0	Convert text with ANSI color codes to HTML or to LaTeX
anyio	4.2.0	High level compatibility layer for multiple asynchronous event loop implementations
anywidget	0.7.1	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	The secure Argon2 password hashing algorithm.
argon2_cffi_bindings	21.2.0	Low-level CFFI bindings for Argon2
array_api_compat	1.4.1	A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow	1.2.2	Better dates & times for Python
arviz	0.15.1	Exploratory analysis of Bayesian models
asciitree	0.3.3	Draws ASCII trees.
asgi_csrf	0.9	ASGI middleware for protecting against CSRF attacks
asgiref	3.7.2	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, PKCS#5, X.509 and TSP
asteval	0.9.31	Safe, minimalistic evaluator of python expression using ast module
astroid	3.0.1	An abstract syntax tree for Python with inference support.
astropy	5.3.4	Community-developed python astronomy tools
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	23.1.0	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	1.29.5	Microsoft Azure Core Library for Python
azure_cosmos	4.5.1	Microsoft Azure Cosmos Client Library for Python
azure_identity	1.15.0	Microsoft Azure Identity Library for Python
babel	2.13.1	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	23.11.0	The uncompromising code formatter.
bleach	6.0.0	An easy safelist-based HTML-sanitizing tool.
blinker	1.7.0	Fast, simple object-to-object and broadcast signaling
blis	0.7.10	The Blis BLAS-like linear algebra library, as a self-contained C-extension.
blosc	1.10.6	Blosc data compressor
bokeh	3.3.4	Interactive plots and applications in the browser from Python
botorch	0.9.5	Bayesian Optimization in PyTorch
bottleneck	1.3.7	Fast NumPy array functions written in C
bqplot	0.12.42	Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca	0.6.0	Generate complex HTML+JS pages with Python
brewer2mpl	1.4.1	Connect colorbrewer2.org color maps to Python and matplotlib
brotli	1.1.0	Python bindings for the Brotli compression library
build	1.0.3	A simple, correct Python build frontend
cachelib	0.10.2	A collection of cache libraries in the same API interface.
cachetools	5.3.1	Extensible memoizing collections and decorators
catalogue	2.0.10	Super lightweight function registries for your library
certifi	2023.11.17	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 2 and 3
charset_normalizer	3.2.0	The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel	0.6.0	Clarabel Conic Interior Point Solver for Rust / Python
click	8.1.7	Composable command line interface toolkit
click_default_group	1.2.4	Extends click.Group to invoke a command without explicit subcommand name
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	Extended pickling support for Python objects
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	3.0.1	Collection of perceptually uniform colormaps
comm	0.1.4	Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
confection	0.1.3	The sweetest config system for Python
cons	0.4.5	An implementation of Lisp/Scheme-like cons in Python.
contourpy	1.1.1	Python library for calculating contours of 2D quadrilateral grids
cookiecutter	2.3.0	A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage	7.3.2	Code coverage measurement for Python
cramjam	2.7.0	Thin Python bindings to de/compression algorithms in Rust
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	1.4.1	A domain-specific language for modeling convex optimization problems in Python.
cycler	0.12.1	Composable style cycles
cymem	2.0.7	Manage calls to calloc/free through Cython
cython	3.0.7	The Cython compiler for writing C extensions for the Python language.
cytoolz	0.12.1	Cython implementation of Toolz: High performance functional utilities
daqp	0.5.1	DAQP: A dual active-set QP solver
dash	2.14.1	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	2023.10.1	Parallel PyData with Task Scheduling
dask_glm	0.2.0	Generalized Linear Models with Dask
dask_image	2023.8.1	Distributed image processing
dask_ml	2023.3.24	A library for distributed and parallel machine learning
dataclasses_json	0.5.7	Easily serialize dataclasses to and from JSON
datasette	0.64.5	A tool for exploring and publishing data
datasette_graphql	2.2	Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader	0.16.0	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.
deprecation	2.1.0	A library to handle automated deprecations
diff_match_patch	20200713	Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill	0.3.7	serialize all of python
dirty_cat	0.4.1	Machine learning with dirty categories.
distlib	0.3.6	Distribution utilities
distributed	2023.10.1	Distributed scheduler for Dask
django	4.2.5	A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dm_tree	0.1.8	Tree is a library for working with nested data structures.
dnspython	2.4.2	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	0.9.2	DuckDB embedded database
ecos	2.0.12	This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
editables	0.3	Editable installations
emcee	3.1.4	The Python ensemble sampling toolkit for MCMC
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
etuples	0.3.8	Python S-expression emulation using tuple-like objects.
executing	2.0.1	Get the currently executing AST node of a frame, and other information
fast_histogram	0.12	Fast simple 1D and 2D histograms
fastai	2.7.13	fastai makes deep learning with PyTorch faster, more accurate, and easier
fastapi	0.101.0	FastAPI framework, high performance, easy to learn, fast to code, ready for production
fastcore	1.5.29	Python supercharged for fastai development
fastdownload	0.0.7	A general purpose data downloading library.
fasteners	0.18	A python package that provides useful locks.
fastjsonschema	2.18.0	Fastest Python implementation of JSON schema
fastparquet	2023.8.0	Python support for Parquet file format
fastprogress	1.0.3	A nested progress with plotting options for fastai
feather_format	0.4.1	Simple wrapper library to the Apache Arrow-based Feather File Format
filelock	3.12.4	A platform independent file lock.
filterpy	1.4.5	Kalman filtering and optimal estimation library
fiona	1.9.4.post1	Fiona reads and writes spatial data files
flake8	6.1.0	the modular source code checker: pep8, pyflakes and co
flask	2.3.3	A simple framework for building complex web applications.
flask_mail	0.9.1	Flask extension for sending email
flask_session	0.5.0	Adds server-side session support to your Flask application
flask_sqlalchemy	3.0.5	Adds 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	0.14.0	Make beautiful maps with Leaflet.js & Python
fonttools	4.44.0	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	1.4.0	A list-like structure which implements collections.abc.MutableSequence
fsspec	2023.9.2	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
gast	0.4.0	Python AST that abstracts the underlying Python version
gdal	3.7.3	GDAL: Geospatial Data Abstraction Library
geographiclib	2.0	The geodesic routines from GeographicLib
geopandas	0.14.0	Geographic pandas extensions
geopy	2.4.0	Python Geocoding Toolbox
gitdb	4.0.10	Git Object Database
gitpython	3.1.32	Python Git Library
gmpy2	2.1.5	GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x
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-next
greenlet	3.0.1	Lightweight in-process concurrent programming
guidata	3.2.2	Automatic graphical user interfaces 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
h5netcdf	1.2.0	netCDF4 via h5py
h5py	3.10.0	Read and write HDF5 files from Python
hatch	1.9.3	Modern, extensible Python project management
hatchling	1.21.1	Modern, extensible Python build backend
highspy	1.5.3	Python interface to HiGHS
holoviews	1.18.1	Stop plotting your data - annotate your data and let it visualize itself.
hpack	4.0.0	Pure-Python HPACK header compression
html5lib	1.1	HTML parser based on the WHATWG HTML specification
httpcore	0.18.0	A minimal low-level HTTP client.
httpie	3.2.2	HTTPie - a CLI, cURL-like tool for humans.
httpx	0.25.0	The next generation HTTP client.
huggingface_hub	0.19.4	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	0.9.0	A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn	0.14.4	A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe	6.0.1	HTTP/2 framing layer for Python
hyperlink	21.0.0	A featureful, immutable, and correct URL for Python.
hypothesis	6.87.1	A library for property-based testing
idlex	1.22	IDLE Extensions for Python
idna	3.4	Internationalized Domain Names in Applications (IDNA)
imageio	2.31.1	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	0.11.0	Toolbox for imbalanced dataset in machine learning.
importlib_metadata	6.8.0	Read metadata from Python packages
inflection	0.5.1	A port of Ruby on Rails inflector to Python
iniconfig	2.0.0	iniconfig: brain-dead simple config-ini parsing
intervaltree	3.0.2	Editable interval tree data structure for Python 2 and 3
ipycanvas	0.13.1	Interactive widgets library exposing the browser's Canvas API
ipydatagrid	1.2.0	Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel	6.26.0	IPython Kernel for Jupyter
ipyleaflet	0.18.0	A Jupyter widget for dynamic Leaflet maps
ipympl	0.9.3	Matplotlib Jupyter Extension
ipython	8.20.0	IPython: Productive Interactive Computing
ipython_genutils	0.2.0	Vestigial utilities from IPython
ipython_sql	0.5.0	RDBMS access via IPython
ipywidgets	8.1.1	IPython HTML widgets for Jupyter
isoduration	20.11.0	Operations with ISO 8601 durations
isort	5.12.0	A Python utility / library to sort Python imports.
itsdangerous	2.1.2	Various helpers to 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	3.3.0	Utility functions for Python class constructs
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	a library for doing approximate and phonetic matching of strings.
jinja2	3.1.2	A small but fast and easy to use stand-alone template engine written in pure python.
joblib	1.3.2	Lightweight pipelining: using Python functions as pipeline jobs.
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	2023.7.1	The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia	0.6.1	Julia/Python bridge with IPython support.
jupyter	1.0.0	Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh	3.0.7	A Jupyter extension for rendering Bokeh content.
jupyter_client	8.6.0	Jupyter protocol implementation and client libraries
jupyter_console	6.6.3	Jupyter terminal console
jupyter_core	5.5.0	Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events	0.9.0	Jupyter Event System library
jupyter_lsp	2.2.0	Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging	0.12.3	Jupyter Packaging Utilities
jupyter_server	2.5.0	The Jupyter Server
jupyter_server_mathjax	0.2.6	MathJax resources as a Jupyter Server Extension.
jupyter_server_terminals	0.4.4	A Jupyter Server Extension Providing Terminals.
jupyter_sphinx	0.4.0	Jupyter Sphinx Extensions
jupyterlab	4.0.11	The JupyterLab notebook server extension.
jupyterlab_pygments	0.2.2	Pygments theme
jupyterlab_server	2.25.2	JupyterLab Server
jupyterlab_widgets	3.0.9	JupyterLab extension providing HTML widgets
keras	3.0.4	Deep Learning for humans
keyring	24.2.0	Store and access your passwords safely.
kiwisolver	1.4.5	A fast implementation of the Cassowary constraint solver
kornia	0.7.1	Open Source Differentiable Computer Vision Library for PyTorch
langchain	0.0.292	Building applications with LLMs through composability
langcodes	3.3.0	Tools for labeling human languages with IETF language tags
langsmith	0.0.77	Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader	0.3	lazy_loader
lightning	2.1.2	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	0.41.1	lightweight wrapper around basic LLVM functionality
lmfit	1.0.3	Least-Squares Minimization with Bounds and Constraints
locket	1.0.0	File-based locks for Python for Linux and Windows
logical_unification	0.4.5	Logical unification in Python
loky	3.4.0	A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml	4.9.3	Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4	4.3.3	LZ4 Bindings for Python
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 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.
marshmallow	3.12.1	A lightweight library for converting complex datatypes to and from native Python datatypes.
marshmallow_enum	1.5.1	Enum field for Marshmallow
matplotlib	3.8.2	Python plotting package
matplotlib_inline	0.1.6	Inline Matplotlib backend for Jupyter
maturin	1.4.0	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 🐍.
minikanren	1.0.3	Relational programming in Python
missingno	0.5.1	Missing data visualization module for Python.
mistune	2.0.5	The fastest markdown parser in pure Python
mizani	0.9.2	Scales for Python
mlxtend	0.22.0	Machine Learning Library Extensions
more_itertools	9.0.0	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 enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect.
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 and Linux. Concurrent data access will be coordinated by a file lock mechanism.
msgpack	1.0.4	MessagePack (de)serializer.
msvc_runtime	14.38.33130	Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict	6.0.2	multidict implementation
multipledispatch	0.6.0	Multiple dispatch
murmurhash	1.0.9	Cython bindings for MurmurHash
mutagen	1.46.0	read and write audio tags for many formats
mypy	1.7.1	Optional static typing for Python
mypy_extensions	1.0.0	Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python	8.0.21	MySQL driver written in Python
namex	0.0.7	A simple utility to separate the implementation of your Python package and its public API surface.
nbclient	0.8.0	A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert	7.10.0	Converting Jupyter Notebooks
nbdime	4.0.1	Diff and merge of Jupyter Notebooks
nbformat	5.7.0	The Jupyter Notebook format
nbval	0.9.6	A py.test plugin to validate Jupyter notebooks
nest_asyncio	1.5.6	Patch asyncio to allow nested event loops
netcdf4	1.6.5	Provides an object-oriented python interface to the netCDF version 4 library.
networkx	3.2.1	Python package for creating and manipulating graphs and networks
nlopt	2.7.1	Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization
nltk	3.8.1	Natural Language Toolkit
notebook	7.0.7	A web-based notebook environment for interactive computing
notebook_shim	0.2.3	A shim layer for notebook traits and config
ntlm_auth	1.5.0	Creates NTLM authentication structures
numba	0.58.1	compiling Python code using LLVM
numcodecs	0.12.1	A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numexpr	2.8.7	Fast numerical expression evaluator for NumPy
numpy	1.26.2	NumPy is the fundamental package for array computing with Python.
numpydoc	1.3	Sphinx extension to support docstrings in Numpy format
openai	0.28.1	Python client library for the OpenAI API
opencv_python	4.8.1.78	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
orjson	3.9.10	Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
ortools	9.8.3296
osqp	0.6.2.post9	OSQP: The Operator Splitting QP Solver
outcome	1.3.0.post0	Capture the outcome of Python function calls.
packaging	22.0	Core utilities for Python packages
pandas	2.2.0	Powerful data structures for data analysis, time series, and statistics
pandocfilters	1.5.0	Utilities for writing pandoc filters in python
panel	1.3.8	A high level app and dashboarding solution for Python.
papermill	2.5.0	Parametrize and run Jupyter and nteract Notebooks
param	2.0.1	Declarative Python programming using Parameters.
paramiko	2.8.0	SSH2 protocol library
parso	0.8.3	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.
pathy	0.10.2	pathlib.Path subclasses for local and cloud bucket storage
patsy	0.5.3	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	10.2.0	Python Imaging Library (Fork)
pims	0.6.1	Python Image Sequence
pint	0.19.2	Physical quantities module
pip	23.3.2	The PyPA recommended tool for installing Python packages.
pkginfo	1.9.6	Query metadatdata from sdists / bdists / installed packages.
platformdirs	3.8.1	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly	5.18.0	An open-source, interactive graphing library for Python
plotnine	0.12.4	A grammar of graphics for python
plotpy	2.0.1	Plotpy is a library which results from merge of guidata and guiqwt.
pluggy	1.0.0	plugin and hook calling mechanisms for python
ply	3.11	Python Lex & Yacc
pmdarima	2.0.4	Python's forecast::auto.arima equivalent
polars	0.20.6	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
preshed	3.0.8	Cython hash table that trusts the keys are pre-hashed
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	3.0.41	Library for building powerful interactive command lines in Python
protobuf	4.25.1	Protocol Buffers
psutil	5.9.5	Cross-platform lib for process and system monitoring in Python.
psygnal	0.9.5	Fast python callback/event system modeled after Qt Signals
ptpython	3.0.23	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. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval	0.2.2	Safely evaluate AST nodes without side effects
py2vega	0.6.1	A Python to Vega-expression transpiler.
pyaml	20.4.0	PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow	13.0.0	Python library for Apache Arrow
pyaudio	0.2.11	Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3	0.9.7	Handlebars.js templating for Python 3 and 2
pybind11	2.11.1	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	2.21	C parser in Python
pycryptodomex	3.18.0	Cryptographic library for Python
pyct	0.4.8	python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic	2.5.2	Data validation and settings management using python 3.6 type hinting
pydantic_core	2.14.5
pydeck	0.8.0	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	2.0.1.1	Python bindings for ERFA
pyflakes	3.1.0	passive checker of Python programs
pygad	3.2.0	PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame	2.5.2	Python Game Development
pygments	2.16.1	Pygments is a syntax highlighting package written in Python.
pyjwt	2.4.0	JSON Web Token implementation in Python
pylint	3.0.2	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-language-server
pymc	5.5.0	Markov Chain Monte Carlo sampling toolkit.
pymeta3	0.5.1	Pattern-matching language based on OMeta for Python 3 and 2
pymongo	4.5.0	Python driver for MongoDB
pymoo	0.6.0.1	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	0.5.11	Nearest Neighbor Descent
pyodbc	5.0.1	DB API Module for ODBC
pyomo	6.7.0	Pyomo: Python Optimization Modeling Objects
pyopengl	3.1.7	Standard OpenGL bindings for Python
pypandoc	1.5	Thin wrapper for pandoc.
pyparsing	3.0.9	Python parsing module
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	3.4.1	Python interface to PROJ (cartographic projections and coordinate transformations library)
pyproject_hooks	1.0.0	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	0.13.3	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	1.8.4	A Python library for probabilistic modeling and inference
pyserial	3.5	Python Serial Port Extension
pysimplegui	4.60.4	Python GUIs for Humans. Launched in 2018. It's 2022 & PySimpleGUI is an ACTIVE & supported project. Super-simple to create custom GUI's. 325+ Demo programs & Cookbook for rapid start. Extensive documentation. Main docs at www.PySimpleGUI.org. Fun & your success are the focus. Examples using Machine Learning (GUI, OpenCV Integration), Rainmeter Style Desktop Widgets, Matplotlib + Pyplot, PIL support, add GUI to command line scripts, PDF & Image Viewers. Great for beginners & advanced GUI programmers.
pysocks	1.7.1	A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache	0.5.4	Mustache for Python
pytensor	2.12.3	Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs.
pytest	7.4.2	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	1.0.0	Add .env support to your django/flask apps in development and deployments
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	1.1.1	JSON RPC 2.0 server library
python_lsp_server	1.9.0	Python Language Server for the Language Server Protocol
python_multipart	0.0.5	A streaming multipart parser for Python
python_slugify	6.1.2	A Python Slugify application that handles Unicode
pythonnet	3.0.3	.Net and Mono integration for Python
pythonqwt	0.11.2	Qt plotting widgets for Python
pytoolconfig	1.2.4	Python tool configuration
pytorch_lightning	2.1.2	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	3.0.1	Bidirectional communication for the PyViz ecosystem.
pywin32	306	Python for Window Extensions
pywin32_ctypes	0.2.0	A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty	2.0.9	Python bindings for the winpty library
pywinusb	0.4.2	A package that simplifies USB/HID communications on windows
pyyaml	6.0.1	YAML parser and emitter for Python
pyzmq	25.1.1	Python bindings for 0MQ
pyzo	4.14.2	the Python IDE for scientific computing
qdarkstyle	3.2	The most complete dark stylesheet for Python and Qt applications
qdldl	0.1.7	QDLDL, a free LDL factorization routine.
qpsolvers	3.4.0	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	1.2.3	FontAwesome icons in PyQt and PySide applications
qtconsole	5.5.1	Jupyter Qt console
qtpy	2.4.1	Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quadprog	0.1.11	Quadratic Programming Solver
quantecon	0.5.3	QuantEcon is a package to support all forms of quantitative economic modelling.
quart	0.18.3	A Python ASGI web microframework with the same API as Flask
rapidfuzz	3.5.2	rapid fuzzy string matching
rasterio	1.3.9	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 key-value store
referencing	0.30.2	JSON Referencing + Python
regex	2023.10.3	Alternative regular expression module, to replace re.
reportlab	4.0.4	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	0.10.1	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	13.7.0	Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope	1.6.0	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	0.3.3	Fast and Safe Tensor serialization
scikit_image	0.22.0	Image processing routines for SciPy
scikit_learn	1.3.2	A set of python modules for machine learning and data mining
scikit_optimize	0.9.0	Sequential model-based optimization toolbox.
scipy	1.11.3	SciPy: Scientific Library for Python
scramp	1.4.1	An implementation of the SCRAM protocol.
scs	3.2.4.post1	scs: splitting conic solver
seaborn	0.13.1	seaborn: statistical data visualization
send2trash	1.8.0	Send file to trash natively under Mac OS X, Windows and Linux.
setuptools	69.0.3	Easily download, build, install, upgrade, and uninstall Python packages
shapely	2.0.1	Geometric objects, predicates, and operations
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	3.17.6	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.
smart_open	5.2.1	Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)
smmap	5.0.0	A pure Python implementation of a sliding window memory map manager
snakeviz	2.1.0	A web-based viewer for Python profiler output
sniffio	1.3.0	Sniff out which async library your code is running under
snowballstemmer	2.2.0	This package provides 26 stemmers for 25 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	2.3.2.post1	A modern CSS selector implementation for Beautiful Soup.
spacy	3.6.1	Industrial-strength Natural Language Processing (NLP) in Python
spacy_legacy	3.0.12	Legacy registered functions for spaCy backwards compatibility
spacy_loggers	1.0.3	Logging utilities for SpaCy
sphinx	7.2.6	Tool for generating documentation which uses reStructuredText as its markup language
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	5.5.0	The Scientific Python Development Environment
spyder_kernels	2.5.0	Jupyter kernels for Spyder's console
sqlalchemy	2.0.22	Database Abstraction Library
sqlite_bro	0.12.2	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 utility functions for manipulating SQLite databases
sqlparse	0.4.3	Non-validating SQL parser
srsly	2.4.5	Modern high-performance serialization utilities for Python
sspyrs	0.3	Lightweight interface for SSRS reports to python
stack_data	0.6.1	Extract data from python stack frames and tracebacks for informative displays
starlette	0.27.0	The little ASGI library that shines.
statsmodels	0.14.0	Statistical computations and models for Python
streamlit	1.29.0	The fastest way to build data apps in Python
streamz	0.6.3	Streams
supersmoother	0.4	Python implementation of Friedman's Supersmoother
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	Computer algebra system (CAS) in Python
tables	3.7.0	Hierarchical datasets for 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	0.17.0	Terminals served to xterm.js using Tornado websockets
text_unidecode	1.3	The most basic Text::Unidecode port
textdistance	4.5.0	Compute distance between the two texts.
thinc	8.1.12	Practical Machine Learning for NLP
threadpoolctl	3.1.0	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(r) files
tinycss2	1.1.1	tinycss2
tokenizers	0.13.3	Fast and Customizable Tokenizers
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	0.11.6	Style preserving TOML library
toolz	0.12.0	List processing tools and functional utilities
torch	2.1.2	Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio	2.1.2	An audio package for PyTorch
torchmetrics	1.2.0	PyTorch native Metrics
torchvision	0.16.2	image and video datasets and models for torch deep learning
tornado	6.4	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm	4.65.0	Fast, Extensible Progress Meter
traitlets	5.13.0	Traitlets Python config system
traittypes	0.2.1	Scipy trait types
transformers	4.33.2	State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
trio	0.24.0	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	0.9.0	Typer, build great CLIs. Easy to code. Based on Python type hints.
typing_extensions	4.9.0	Backported and Experimental Type Hints for Python 3.5+
typing_inspect	0.8.0	Runtime inspection utilities for typing module.
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	5.3.0	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.
userpath	1.8.0	Cross-platform tool for adding locations to the user PATH
uvicorn	0.22.0	The lightning-fast ASGI server.
validators	0.18.2	Python Data Validation for Humans™.
vega_datasets	0.9.0	A Python package for offline access to Vega datasets
virtualenv	20.23.0	Virtual Python Environment builder
waitress	2.1.2	Waitress WSGI server
wasabi	0.10.1	A lightweight console printing and formatting toolkit
wasmer	1.1.0	Python extension to run WebAssembly binaries
wasmer_compiler_cranelift	1.1.0	The Cranelift compiler for the `wasmer` package (to compile WebAssembly module)
wasmer_compiler_singlepass	1.1.0	Python extension to run WebAssembly binaries
watchdog	2.2.0	Filesystem events monitoring
wcwidth	0.2.9	Measures number of Terminal column cells of wide-character codes
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	1.6.4	WebSocket client for Python. hybi13 is supported.
websockets	12.0	An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug	3.0.1	The comprehensive WSGI web application library.
whatthepatch	1.0.2	A patch parsing and application library.
wheel	0.42.0	A built-package format for Python
widgetsnbextension	4.0.9	IPython HTML widgets for Jupyter
winpython	7.1.20240114	WinPython distribution tools, including WPPM
wordcloud	1.9.2	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	2023.12.0	N-D labeled arrays and datasets in Python
xarray_einstats	0.6.0	Stats, linear algebra and einops for xarray
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
zarr	2.16.1	An implementation of chunked, compressed, N-dimensional arrays for Python.
zict	3.0.0	Mutable mapping tools
zipp	3.9.0	Backport of pathlib-compatible object wrapper for zip files
zstandard	0.22.0	Zstandard bindings for Python

WinPython 3.12.1.0

The following packages are included in WinPython-64bit v3.12.1.0 b2.

Tools

Name	Version	Description
Nodejs	v20.11.0	a JavaScript runtime built on Chrome's V8 JavaScript engine
npmjs	10.2.4	a package manager for JavaScript
Pandoc	3.1.9	a universal document converter

Python packages

Name	Version	Description
Python	3.12.1	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 github.com/abseil/abseil-py.
accelerate	0.23.0	Accelerate
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	3.9.1	Async http client/server framework (asyncio)
aiosignal	1.3.1	aiosignal: a list of registered asynchronous callbacks
aiosqlite	0.19.0	asyncio bridge to the standard sqlite3 module
alabaster	0.7.13	A configurable sidebar-enabled Sphinx theme
alembic	1.12.1	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	5.2.0	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
ansi2html	1.8.0	Convert text with ANSI color codes to HTML or to LaTeX
ansiwrap	0.8.4	textwrap, but savvy to ANSI colors and styles
anyio	4.2.0	High level compatibility layer for multiple asynchronous event loop implementations
anywidget	0.7.1	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	The secure Argon2 password hashing algorithm.
argon2_cffi_bindings	21.2.0	Low-level CFFI bindings for Argon2
array_api_compat	1.4.1	A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
arrow	1.2.2	Better dates & times for Python
asciitree	0.3.3	Draws ASCII trees.
asgi_csrf	0.9	ASGI middleware for protecting against CSRF attacks
asgiref	3.7.2	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, PKCS#5, X.509 and TSP
asteval	0.9.31	Safe, minimalistic evaluator of python expression using ast module
astroid	3.0.1	An abstract syntax tree for Python with inference support.
astropy	5.3.4	Community-developed python astronomy tools
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	23.1.0	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	1.29.5	Microsoft Azure Core Library for Python
azure_cosmos	4.5.1	Microsoft Azure Cosmos Client Library for Python
azure_identity	1.15.0	Microsoft Azure Identity Library for Python
babel	2.13.1	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	23.11.0	The uncompromising code formatter.
bleach	6.0.0	An easy safelist-based HTML-sanitizing tool.
blinker	1.7.0	Fast, simple object-to-object and broadcast signaling
bokeh	3.3.4	Interactive plots and applications in the browser from Python
botorch	0.9.5	Bayesian Optimization in PyTorch
bqplot	0.12.42	Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets.
branca	0.6.0	Generate complex HTML+JS pages with Python
brewer2mpl	1.4.1	Connect colorbrewer2.org color maps to Python and matplotlib
brotli	1.1.0	Python bindings for the Brotli compression library
build	1.0.3	A simple, correct Python build frontend
cachelib	0.10.2	A collection of cache libraries in the same API interface.
cachetools	5.3.1	Extensible memoizing collections and decorators
certifi	2023.11.17	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 2 and 3
charset_normalizer	3.2.0	The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
clarabel	0.6.0	Clarabel Conic Interior Point Solver for Rust / Python
click	8.1.7	Composable command line interface toolkit
click_default_group	1.2.4	Extends click.Group to invoke a command without explicit subcommand name
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	Extended pickling support for Python objects
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	3.0.1	Collection of perceptually uniform colormaps
comm	0.1.4	Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
contourpy	1.1.1	Python library for calculating contours of 2D quadrilateral grids
cookiecutter	2.3.0	A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
coverage	7.3.2	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
cycler	0.12.1	Composable style cycles
cython	3.0.7	The Cython compiler for writing C extensions for the Python language.
dash	2.14.1	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	2023.10.1	Parallel PyData with Task Scheduling
dask_glm	0.2.0	Generalized Linear Models with Dask
dask_image	2023.8.1	Distributed image processing
dask_ml	2023.3.24	A library for distributed and parallel machine learning
dataclasses_json	0.5.7	Easily serialize dataclasses to and from JSON
datasette	0.64.5	A tool for exploring and publishing data
datasette_graphql	2.2	Datasette plugin providing an automatic GraphQL API for your SQLite databases
datashader	0.16.0	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.
deprecation	2.1.0	A library to handle automated deprecations
diff_match_patch	20200713	Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
dill	0.3.7	serialize all of python
dirty_cat	0.4.1	Machine learning with dirty categories.
distlib	0.3.6	Distribution utilities
distributed	2023.10.1	Distributed scheduler for Dask
django	4.2.5	A high-level Python web framework that encourages rapid development and clean, pragmatic design.
dnspython	2.4.2	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	0.9.3.dev2533	DuckDB embedded database
editables	0.3	Editable installations
emcee	3.1.4	The Python ensemble sampling toolkit for MCMC
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	0.12	Fast simple 1D and 2D histograms
fastapi	0.101.0	FastAPI framework, high performance, easy to learn, fast to code, ready for production
fasteners	0.18	A python package that provides useful locks.
fastjsonschema	2.18.0	Fastest Python implementation of JSON schema
feather_format	0.4.1	Simple wrapper library to the Apache Arrow-based Feather File Format
filelock	3.12.4	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	6.1.0	the modular source code checker: pep8, pyflakes and co
flask	2.3.3	A simple framework for building complex web applications.
flask_mail	0.9.1	Flask extension for sending email
flask_session	0.5.0	Adds server-side session support to your Flask application
flask_sqlalchemy	3.0.5	Adds 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	0.14.0	Make beautiful maps with Leaflet.js & Python
fonttools	4.44.0	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	1.3.0	A list-like structure which implements collections.abc.MutableSequence
fsspec	2023.9.2	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
gast	0.4.0	Python AST that abstracts the underlying Python version
gdal	3.7.3	GDAL: Geospatial Data Abstraction Library
geographiclib	2.0	The geodesic routines from GeographicLib
geopandas	0.14.0	Geographic pandas extensions
geopy	2.4.0	Python Geocoding Toolbox
gitdb	4.0.10	Git Object Database
gitpython	3.1.32	Python Git Library
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-next
greenlet	3.0.1	Lightweight in-process concurrent programming
guidata	3.2.2	Automatic graphical user interfaces 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
hatch	1.9.3	Modern, extensible Python project management
hatchling	1.21.1	Modern, extensible Python build backend
holoviews	1.18.1	Stop plotting your data - annotate your data and let it visualize itself.
hpack	4.0.0	Pure-Python HPACK header compression
html5lib	1.1	HTML parser based on the WHATWG HTML specification
httpcore	0.18.0	A minimal low-level HTTP client.
httpie	3.2.2	HTTPie - a CLI, cURL-like tool for humans.
httpx	0.25.0	The next generation HTTP client.
huggingface_hub	0.19.4	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	0.9.0	A high-level plotting API for the PyData ecosystem built on HoloViews.
hypercorn	0.14.4	A ASGI Server based on Hyper libraries and inspired by Gunicorn.
hyperframe	6.0.1	HTTP/2 framing layer for Python
hyperlink	21.0.0	A featureful, immutable, and correct URL for Python.
hypothesis	6.87.1	A library for property-based testing
idlex	1.22	IDLE Extensions for Python
idna	3.4	Internationalized Domain Names in Applications (IDNA)
imageio	2.31.1	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	0.11.0	Toolbox for imbalanced dataset in machine learning.
importlib_metadata	6.8.0	Read metadata from Python packages
inflection	0.5.1	A port of Ruby on Rails inflector to Python
iniconfig	2.0.0	iniconfig: brain-dead simple config-ini parsing
intervaltree	3.0.2	Editable interval tree data structure for Python 2 and 3
ipycanvas	0.13.1	Interactive widgets library exposing the browser's Canvas API
ipydatagrid	1.2.0	Fast Datagrid widget for the Jupyter Notebook and JupyterLab
ipykernel	6.26.0	IPython Kernel for Jupyter
ipyleaflet	0.18.0	A Jupyter widget for dynamic Leaflet maps
ipympl	0.9.3	Matplotlib Jupyter Extension
ipython	8.20.0	IPython: Productive Interactive Computing
ipython_genutils	0.2.0	Vestigial utilities from IPython
ipython_sql	0.5.0	RDBMS access via IPython
ipywidgets	8.1.1	IPython HTML widgets for Jupyter
isoduration	20.11.0	Operations with ISO 8601 durations
isort	5.12.0	A Python utility / library to sort Python imports.
itsdangerous	2.1.2	Various helpers to 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	3.3.0	Utility functions for Python class constructs
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	a library for doing approximate and phonetic matching of strings.
jinja2	3.1.2	A small but fast and easy to use stand-alone template engine written in pure python.
joblib	1.3.2	Lightweight pipelining: using Python functions as pipeline jobs.
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	2023.7.1	The JSON Schema meta-schemas and vocabularies, exposed as a Registry
julia	0.6.1	Julia/Python bridge with IPython support.
jupyter	1.0.0	Jupyter metapackage. Install all the Jupyter components in one go.
jupyter_bokeh	3.0.7	A Jupyter extension for rendering Bokeh content.
jupyter_client	8.6.0	Jupyter protocol implementation and client libraries
jupyter_console	6.6.3	Jupyter terminal console
jupyter_core	5.5.0	Jupyter core package. A base package on which Jupyter projects rely.
jupyter_events	0.9.0	Jupyter Event System library
jupyter_lsp	2.2.0	Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
jupyter_packaging	0.12.3	Jupyter Packaging Utilities
jupyter_server	2.5.0	The Jupyter Server
jupyter_server_mathjax	0.2.6	MathJax resources as a Jupyter Server Extension.
jupyter_server_terminals	0.4.4	A Jupyter Server Extension Providing Terminals.
jupyter_sphinx	0.4.0	Jupyter Sphinx Extensions
jupyterlab	4.0.11	The JupyterLab notebook server extension.
jupyterlab_pygments	0.2.2	Pygments theme
jupyterlab_server	2.25.2	JupyterLab Server
jupyterlab_widgets	3.0.9	JupyterLab extension providing HTML widgets
keras	2.4.3	Deep Learning for humans
keyring	24.2.0	Store and access your passwords safely.
kiwisolver	1.4.5	A fast implementation of the Cassowary constraint solver
kornia	0.7.1	Open Source Differentiable Computer Vision Library for PyTorch
langchain	0.0.292	Building applications with LLMs through composability
langsmith	0.0.77	Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
lazy_loader	0.3	lazy_loader
lightning	2.1.2	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	0.42.0rc1	lightweight wrapper around basic LLVM functionality
lmfit	1.0.3	Least-Squares Minimization with Bounds and Constraints
locket	1.0.0	File-based locks for Python for Linux and Windows
loky	3.4.0	A robust implementation of concurrent.futures.ProcessPoolExecutor
lxml	4.9.3	Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
lz4	4.3.3	LZ4 Bindings for Python
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 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.
marshmallow	3.12.1	A lightweight library for converting complex datatypes to and from native Python datatypes.
marshmallow_enum	1.5.1	Enum field for Marshmallow
matplotlib	3.8.2	Python plotting package
matplotlib_inline	0.1.6	Inline Matplotlib backend for Jupyter
maturin	1.4.0	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	The fastest markdown parser in pure Python
mizani	0.9.2	Scales for Python
mlxtend	0.22.0	Machine Learning Library Extensions
more_itertools	9.0.0	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 enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect.
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 and Linux. Concurrent data access will be coordinated by a file lock mechanism.
msgpack	1.0.4	MessagePack (de)serializer.
msvc_runtime	14.38.33130	Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories
multidict	6.0.4	multidict implementation
multipledispatch	0.6.0	Multiple dispatch
mutagen	1.46.0	read and write audio tags for many formats
mypy	1.7.1	Optional static typing for Python
mypy_extensions	1.0.0	Experimental type system extensions for programs checked with the mypy typechecker.
mysql_connector_python	8.0.21	MySQL driver written in Python
nbclient	0.8.0	A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor.
nbconvert	7.10.0	Converting Jupyter Notebooks
nbdime	4.0.1	Diff and merge of Jupyter Notebooks
nbformat	5.7.0	The Jupyter Notebook format
nbval	0.9.6	A py.test plugin to validate Jupyter notebooks
nest_asyncio	1.5.6	Patch asyncio to allow nested event loops
netcdf4	1.6.5	Provides an object-oriented python interface to the netCDF version 4 library.
networkx	3.2.1	Python package for creating and manipulating graphs and networks
nltk	3.8.1	Natural Language Toolkit
notebook	7.0.7	A web-based notebook environment for interactive computing
notebook_shim	0.2.3	A shim layer for notebook traits and config
ntlm_auth	1.5.0	Creates NTLM authentication structures
numba	0.59.0rc1	compiling Python code using LLVM
numcodecs	0.12.1	A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
numexpr	2.8.7	Fast numerical expression evaluator for NumPy
numpy	1.26.2	NumPy is the fundamental package for array computing with Python.
numpydoc	1.3	Sphinx extension to support docstrings in Numpy format
openai	0.28.1	Python client library for the OpenAI API
opencv_python	4.8.1.78	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
orjson	3.9.10	Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
ortools	9.8.3296
outcome	1.3.0.post0	Capture the outcome of Python function calls.
packaging	22.0	Core utilities for Python packages
pandas	2.2.0	Powerful data structures for data analysis, time series, and statistics
pandocfilters	1.5.0	Utilities for writing pandoc filters in python
panel	1.3.8	A high level app and dashboarding solution for Python.
papermill	2.4.0	Parametrize and run Jupyter and nteract Notebooks
param	2.0.1	Declarative Python programming using Parameters.
paramiko	2.8.0	SSH2 protocol library
parso	0.8.3	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	0.5.3	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	10.2.0	Python Imaging Library (Fork)
pims	0.6.1	Python Image Sequence
pint	0.19.2	Physical quantities module
pip	23.3.2	The PyPA recommended tool for installing Python packages.
pkginfo	1.9.6	Query metadatdata from sdists / bdists / installed packages.
platformdirs	3.8.1	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
plotly	5.18.0	An open-source, interactive graphing library for Python
plotnine	0.12.4	A grammar of graphics for python
plotpy	2.0.1	Plotpy is a library which results from merge of guidata and guiqwt.
pluggy	1.0.0	plugin and hook calling mechanisms for python
ply	3.11	Python Lex & Yacc
pmdarima	2.0.4	Python's forecast::auto.arima equivalent
polars	0.20.6	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	3.0.41	Library for building powerful interactive command lines in Python
protobuf	4.25.1	Protocol Buffers
psutil	5.9.5	Cross-platform lib for process and system monitoring in Python.
psygnal	0.9.5	Fast python callback/event system modeled after Qt Signals
ptpython	3.0.23	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. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
pure_eval	0.2.2	Safely evaluate AST nodes without side effects
py2vega	0.6.1	A Python to Vega-expression transpiler.
pyaml	20.4.0	PyYAML-based module to produce pretty and readable YAML-serialized data
pyarrow	14.0.1	Python library for Apache Arrow
pyaudio	0.2.14	Bindings for PortAudio v19, the cross-platform audio input/output stream library.
pybars3	0.9.7	Handlebars.js templating for Python 3 and 2
pybind11	2.11.1	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	2.21	C parser in Python
pycryptodomex	3.18.0	Cryptographic library for Python
pyct	0.4.8	python package common tasks for users (e.g. copy examples, fetch data, ...)
pydantic	2.5.2	Data validation and settings management using python 3.6 type hinting
pydantic_core	2.14.5
pydeck	0.8.0	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	2.0.1.1	Python bindings for ERFA
pyflakes	3.1.0	passive checker of Python programs
pygad	3.2.0	PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).
pygame	2.5.2	Python Game Development
pygments	2.16.1	Pygments is a syntax highlighting package written in Python.
pyjwt	2.4.0	JSON Web Token implementation in Python
pylint	3.0.2	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-language-server
pymeta3	0.5.1	Pattern-matching language based on OMeta for Python 3 and 2
pymongo	4.5.0	Python driver for MongoDB
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	0.5.11	Nearest Neighbor Descent
pyodbc	5.0.1	DB API Module for ODBC
pyomo	6.7.0	Pyomo: Python Optimization Modeling Objects
pyopengl	3.1.7	Standard OpenGL bindings for Python
pypandoc	1.5	Thin wrapper for pandoc.
pyparsing	3.0.9	Python parsing module
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	1.0.0	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	0.13.3	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	1.8.4	A Python library for probabilistic modeling and inference
pyserial	3.5	Python Serial Port Extension
pysimplegui	4.60.4	Python GUIs for Humans. Launched in 2018. It's 2022 & PySimpleGUI is an ACTIVE & supported project. Super-simple to create custom GUI's. 325+ Demo programs & Cookbook for rapid start. Extensive documentation. Main docs at www.PySimpleGUI.org. Fun & your success are the focus. Examples using Machine Learning (GUI, OpenCV Integration), Rainmeter Style Desktop Widgets, Matplotlib + Pyplot, PIL support, add GUI to command line scripts, PDF & Image Viewers. Great for beginners & advanced GUI programmers.
pysocks	1.7.1	A Python SOCKS client module. See https github.com/Anorov/PySocks for more information.
pystache	0.5.4	Mustache for Python
pytest	7.4.2	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	1.0.0	Add .env support to your django/flask apps in development and deployments
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	1.1.1	JSON RPC 2.0 server library
python_lsp_server	1.9.0	Python Language Server for the Language Server Protocol
python_multipart	0.0.5	A streaming multipart parser for Python
python_slugify	6.1.2	A Python Slugify application that handles Unicode
pythonnet	3.0.3	.Net and Mono integration for Python
pythonqwt	0.11.2	Qt plotting widgets for Python
pytoolconfig	1.2.4	Python tool configuration
pytorch_lightning	2.1.2	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	3.0.1	Bidirectional communication for the PyViz ecosystem.
pywin32	306	Python for Window Extensions
pywin32_ctypes	0.2.0	A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi)
pywinpty	2.0.12	Python bindings for the winpty library
pywinusb	0.4.2	A package that simplifies USB/HID communications on windows
pyyaml	6.0.1	YAML parser and emitter for Python
pyzmq	25.1.2	Python bindings for 0MQ
pyzo	4.14.2	the Python IDE for scientific computing
qdarkstyle	3.2	The most complete dark stylesheet for 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	1.2.3	FontAwesome icons in PyQt and PySide applications
qtconsole	5.5.1	Jupyter Qt console
qtpy	2.4.1	Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets.
quantecon	0.5.3	QuantEcon is a package to support all forms of quantitative economic modelling.
quart	0.18.3	A Python ASGI web microframework with the same API as Flask
rapidfuzz	3.5.2	rapid fuzzy string matching
rasterio	1.3.9	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 key-value store
referencing	0.30.2	JSON Referencing + Python
regex	2023.10.3	Alternative regular expression module, to replace re.
reportlab	4.0.4	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	0.10.1	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	13.7.0	Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
rope	1.6.0	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	0.22.0	Image processing routines for SciPy
scikit_learn	1.3.2	A set of python modules for machine learning and data mining
scikit_optimize	0.9.0	Sequential model-based optimization toolbox.
scipy	1.11.3	SciPy: Scientific Library for Python
scramp	1.4.1	An implementation of the SCRAM protocol.
seaborn	0.13.1	seaborn: statistical data visualization
send2trash	1.8.0	Send file to trash natively under Mac OS X, Windows and Linux.
setuptools	69.0.3	Easily download, build, install, upgrade, and uninstall Python packages
shapely	2.0.1	Geometric objects, predicates, and operations
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	3.17.6	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
snakeviz	2.1.0	A web-based viewer for Python profiler output
sniffio	1.3.0	Sniff out which async library your code is running under
snowballstemmer	2.2.0	This package provides 26 stemmers for 25 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	2.3.2.post1	A modern CSS selector implementation for Beautiful Soup.
sphinx	7.2.6	Tool for generating documentation which uses reStructuredText as its markup language
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	5.5.0	The Scientific Python Development Environment
spyder_kernels	2.5.0	Jupyter kernels for Spyder's console
sqlalchemy	2.0.22	Database Abstraction Library
sqlite_bro	0.12.2	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 utility functions for manipulating SQLite databases
sqlparse	0.4.3	Non-validating SQL parser
sspyrs	0.3	Lightweight interface for SSRS reports to python
stack_data	0.6.1	Extract data from python stack frames and tracebacks for informative displays
starlette	0.27.0	The little ASGI library that shines.
statsmodels	0.14.0	Statistical computations and models for Python
streamlit	1.29.0	The fastest way to build data apps in Python
streamz	0.6.3	Streams
supersmoother	0.4	Python implementation of Friedman's Supersmoother
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	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	0.17.0	Terminals served to xterm.js using Tornado websockets
text_unidecode	1.3	The most basic Text::Unidecode port
textdistance	4.5.0	Compute distance between the two texts.
textwrap3	0.9.2	textwrap from Python 3.6 backport (plus a few tweaks)
threadpoolctl	3.1.0	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(r) files
tinycss2	1.1.1	tinycss2
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	0.11.6	Style preserving TOML library
toolz	0.12.0	List processing tools and functional utilities
torch	2.2.0.dev20231213+cpu	Tensors and Dynamic neural networks in Python with strong GPU acceleration
torchaudio	2.2.0.dev20231213+cpu	An audio package for PyTorch
torchmetrics	1.2.0	PyTorch native Metrics
torchvision	0.18.0.dev20231213+cpu	image and video datasets and models for torch deep learning
tornado	6.4	Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
tqdm	4.65.0	Fast, Extensible Progress Meter
traitlets	5.13.0	Traitlets Python config system
traittypes	0.2.1	Scipy trait types
trio	0.24.0	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
typing_extensions	4.9.0	Backported and Experimental Type Hints for Python 3.5+
typing_inspect	0.8.0	Runtime inspection utilities for typing module.
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.
userpath	1.8.0	Cross-platform tool for adding locations to the user PATH
uvicorn	0.22.0	The lightning-fast ASGI server.
validators	0.18.2	Python Data Validation for Humans™.
vega_datasets	0.9.0	A Python package for offline access to Vega datasets
virtualenv	20.23.0	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	The Cranelift compiler for the `wasmer` package (to compile WebAssembly module)
wasmer_compiler_singlepass	1.1.0	Python extension to run WebAssembly binaries
watchdog	2.2.0	Filesystem events monitoring
wcwidth	0.2.9	Measures number of Terminal column cells of wide-character codes
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	1.6.4	WebSocket client for Python. hybi13 is supported.
websockets	12.0	An implementation of the WebSocket Protocol (RFC 6455 & 7692)
werkzeug	3.0.1	The comprehensive WSGI web application library.
whatthepatch	1.0.2	A patch parsing and application library.
wheel	0.42.0	A built-package format for Python
widgetsnbextension	4.0.9	IPython HTML widgets for Jupyter
winpython	7.1.20240114	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	2023.12.0	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
zarr	2.16.1	An implementation of chunked, compressed, N-dimensional arrays for Python.
zict	3.0.0	Mutable mapping tools
zipp	3.9.0	Backport of pathlib-compatible object wrapper for zip files
zstandard	0.22.0	Zstandard bindings for Python

stonebig pinned this issue Dec 7, 2023

stonebig added this to the 2024-01 Python-3.12.2 / numpy-1.26 milestone Dec 17, 2023

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