Bengio Deep Learning 深度学习 高清中文版

时间:2021-01-15 03:03:42
【文件属性】:

文件名称:Bengio Deep Learning 深度学习 高清中文版

文件大小:26.97MB

文件格式:ZIP

更新时间:2021-01-15 03:03:42

Bengio Deep Learning 深度学习 中文版

Bengio Deep Learning 深度学习 高清中文版 其目录如下: Table of Contents Acknowledgements Notation 1 Introduction Part I: Applied Math and Machine Learning Basics 2 Linear Algebra 3 Probability and Information Theory 4 Numerical Computation 5 Machine Learning Basics Part II: Modern Practical Deep Networks 6 Deep Feedforward Networks 7 Regularization 8 Optimization for Training Deep Models 9 Convolutional Networks 10 Sequence Modeling: Recurrent and Recursive Nets 11 Practical Methodology 12 Applications Part III: Deep Learning Research 13 Linear Factor Models 14 Autoencoders 15 Representation Learning 16 Structured Probabilistic Models for Deep Learning 17 Monte Carlo Methods 18 Confronting the Partition Function 19 Approximate Inference 20 Deep Generative Models Bibliography Index


网友评论