Neural Networks and Deep Learning
What this book is about
On the exercises and problems
Using neural nets to recognize handwritten digits
How the backpropagation algorithm works
Improving the way neural networks learn
A visual proof that neural nets can compute any function
Why are deep neural networks hard to train?
Deep learning
Appendix: Is there a simple algorithm for intelligence?
Acknowledgements
Frequently Asked Questions
· · · · · · (收起)
What this book is about
On the exercises and problems
Using neural nets to recognize handwritten digits
How the backpropagation algorithm works
Improving the way neural networks learn
A visual proof that neural nets can compute any function
Why are deep neural networks hard to train?
Deep learning
Appendix: Is there a simple algorithm for intelligence?
Acknowledgements
Frequently Asked Questions
· · · · · · (收起)
具體描述
http://neuralnetworksanddeeplearning.com/
用戶評價
評分
##全能看懂，然後想立刻再看一遍，我好想寫一本這樣的書
評分##The best story told about all the nitty-gritty of neutral networks. Great book to refresh memory.
評分##全能看懂，然後想立刻再看一遍，我好想寫一本這樣的書
評分##物理學傢寫的深度學習方麵的書，直覺很好。
評分##可能是讀過的最好的入門書籍瞭，不過CNN的介紹篇幅太短也太淺
評分##非常不錯的入門書，講得非常好，不僅嚴謹，而且還給瞭很多自己的思考和啓發式的問題，代碼寫的也很好，圖文並茂。更厲害的是，作者竟然是研究物理的？
評分##非常好的deep learning入門，直接用python寫例子，便於理解。
評分##可能是讀過的最好的入門書籍瞭，不過CNN的介紹篇幅太短也太淺
評分##物理學傢寫的深度學習方麵的書，直覺很好。
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