[强烈推荐]Deep Learning with Python - A Hands-on Introduction

Deep Learning 入门推荐，由浅及深， 深入浅出 Contents： ■Chapter 1: Introduction to Deep Learning ............................................................. 1 ■■Chapter 2: Machine Learning Fundamentals ......................................................... 5 ■■Chapter 3: Feed Forward Neural Networks ......................................................... 15 ■■Chapter 4: Introduction to Theano ....................................................................... 33 ■■Chapter 5: Convolutional Neural Networks ......................................................... 61 ■■Chapter 6: Recurrent Neural Networks ............................................................... 77 ■■Chapter 7: Introduction to Keras ......................................................................... 95 ■■Chapter 8: Stochastic Gradient Descent ............................................................ 111 ■■Chapter 9: Automatic Differentiation ................................................................. 131 ■■Chapter 10: Introduction to GPUs ...................................................................... 147

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     文件     7128328  2018-01-08 05:41  Deep Learning with Python - A Hands-on Introduction - 1E （2017）.pdf