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##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。
評分##QI 看的是他的，沒想到，ML看的也是他的...
評分##非常好的deep learning入門，直接用python寫例子，便於理解。
評分##這也能算本書嗎？
評分##翻譯版本，講例子還蠻深入淺齣。
評分##神經網絡入門級讀物 對很多常見概念技巧有深入淺齣的解釋 http://neuralnetworksanddeeplearning.com/
評分##神經網絡入門級讀物 對很多常見概念技巧有深入淺齣的解釋 http://neuralnetworksanddeeplearning.com/
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