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Learn how to design, develop, deploy and iterate on production-grade ML applications.
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
📡 Simple and ready-to-use tutorials for TensorFlow
wtfpython的中文翻译/持续🚧.../ 能力有限，欢迎帮我改进翻译
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
《Python Cookbook》 3rd Edition Translation
Toturials coming with the "data science roadmap" picture.
Portfolio and risk analytics in Python
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
Productivity Tools for Plotly + Pandas
《统计学习方法》笔记-基于Python算法实现
Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
learning Python