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1 Math

  1. 可汗学院: https://www.khanacademy.org/math

2 AI

  1. http://neuralnetworksanddeeplearning.com/about.html

    The purpose of this book is to help you master the core concepts of neural networks, including modern techniques for deep learning. After working through the book you will have written code that uses neural networks and deep learning to solve complex pattern recognition problems. And you will have a foundation to use neural networks and deep learning to attack problems of your own devising.

  2. https://datascience-enthusiast.com/DL/dlindex.html

    个人博客(Fisseha Berhane), 其中Deep Learning几篇文章可以参考学习.

  3. https://github.com/rasbt/mlxtend

    Mlxtend (machine learning extensions) is a Python library of useful tools for the day-to-day data science tasks.

  4. https://gluon.mxnet.io/index.html

    This repo contains an incremental sequence of notebooks designed to teach deep learning, Apache MXNet (incubating), and the gluon interface.

3 Other

3.1 印度极客门户

geeksforgeeks

集中算法智慧的站点

需要翻墙