awesome-deeplearning-resources
Books
神经网络与深度学习.邱锡鹏
深度学习入门 by PaddlePaddle
动手学深度学习
Scikit-learn 秘籍
A Beginner’s Guide to the Mathematics of Neural Networks
A Course in Machine Learning
Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville
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中文版本
Deep Learning Tutorial by LISA lab, University of Montreal
Documentation on all topics that I learn on both Artificial intelligence and machine learning.
Deep Reinforcement Learning in Action
First Contact With TensorFlow
Interpretable Machine Learning
Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python
Learning scikit-learn: Machine Learning in Python
Mathematical Foundations
Natural Language Processing in Action
Neural Networks and Deep Learning by Michael Nielsen
Neural Networks: Tricks of the Trade (Lecture Notes in Computer Science)
Python Data Science Handbook
Rules of Machine Learning: Best Practices for ML Engineering
Reinforcement Learning: An Introduction
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code
Reinforcement LearningState-of-the-Art
Speech and Language Processing
TensorFlow For Machine Intelligence
The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation
UFLDL Tutorial