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scikit-learn algorithm cheat-sheet
工具分享
Anaconda
https://www.anaconda.com/
NumPy
https://numpy.org/
https://www.numpy.org.cn/
Pandas
https://pandas.pydata.org/
https://www.pypandas.cn/
Matplotlib
https://matplotlib.org/
https://www.matplotlib.org.cn/
教程分享
Google机器学习速成教程
https://developers.google.com/machine-learning/crash-course/
李宏毅机器学习笔记
https://datawhalechina.github.io/leeml-notes
https://github.com/datawhalechina/leeml-notes
DIVE INFO DEEP LEARNING
https://zh.d2l.ai/
动手学深度学习
https://github.com/d2l-ai/d2l-zh
动手学深度学习(PyTorch版)
http://tangshusen.me/Dive-into-DL-PyTorch/#/
好书分享
深度学习(花书)
http://www.deeplearningbook.org/
神经网络与深度学习(蒲公英书)
https://nndl.github.io/
周志华.机器学习(西瓜书)
https://cs.nju.edu.cn/zhouzh/zhouzh.files/publication/MLbook2016.htm
周志华.机器学习详细公式推导版(南瓜书)
https://github.com/datawhalechina/pumpkin-book
Deep Learning with Python
https://www.manning.com/books/deep-learning-with-python
Python Data Science Handbook
https://www.oreilly.com/library/view/python-data-science/9781491912126/
Python for Data Analysis, 2nd Edition
https://www.oreilly.com/library/view/python-for-data/9781491957653/
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