Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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Updated
Dec 6, 2019 - Python
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构
ML tasks often require comparison of train and test datasets. It It would be nice to see description of two datasets in one report
Since we are working on #732 and adding a Concurrent.Futures backend we should add documentation on how to use it.
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
Is your feature request related to a problem? Please describe.
According to the Arrow spec:
Bitmaps are to be initialized to be all unset at allocation time (this includes padding).
This would imply that bits outside the range [0, size) should always be zero. However, in cuDF/libcudf, we take a more conservative approach and say that bits outside [0,size) are undefined in order to a
Most of the people who start out new don't find a latest feed of community hyped resources on ML and DL topics. It would be pretty good if we add a Reddit section.
If you're fine with this suggestion I'll put up a PR with the update
🍊 :bar_chart: :bulb: Orange: Interactive data analysis https://orange.biolab.si
A Python module for creating Excel XLSX files.
I suggest keeping the README short and to the point: badges showing status etc. of the package, what is the purpose of the package, how to install, 1-2 basic code examples, and contributing information.
More examples, function API docs, and detailed descriptions can be moved to the docs site.
I also suggest adding a gallery to the docs, [similar to Seaborn](https://seaborn.pydata.org/example
Implement elliptic functions and integrals in special functions.
list in https://docs.scipy.org/doc/scipy/reference/special.html#elliptic-functions-and-integrals.
Python Cheat Sheet NumPy, Matplotlib
Implement SeriesGroupBy.unique.
A python wrapper for Alpha Vantage API for financial data.
General Assembly's 2015 Data Science course in Washington, DC
Extract data from a wide range of Internet sources into a pandas DataFrame.
Code, Notebooks and Examples from Practical Business Python
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/Users/twiecki/working/projects/quant/alphalens/alphalens/tears.py:docstring of alphalens.tears.create_event_returns_tear_sheet_api_change_warning:5: WARNING: Unexpected indentation.
/Users/twiecki/working/projects/quant/alphalens/alphalens/tears.py:docstring of alphalens.tears.create_event_returns_tear_sheet_api_change_w
Add a description, image, and links to the pandas topic page so that developers can more easily learn about it.
To associate your repository with the pandas topic, visit your repo's landing page and select "manage topics."
In the PCA section there is the following quote:
While not inaccurate (150 componen