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deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
Implementation of algorithms introduced in CS229.
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
Source Code for 'MATLAB Machine Learning' by Michael Paluszek and Stephanie Thomas
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
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 scripts for data processing and analysis of P100 and GCP data