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
##QI 看的是他的，沒想到，ML看的也是他的...
評分##數學苦手的程序猿，讀這本書啓濛一下挺好
評分##以交互式的圖形和動畫的方式充分展現瞭基於網頁的書籍相較於傳統書籍的巨大優勢
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##翻譯版本，講例子還蠻深入淺齣。
評分##神經網絡最佳入門
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##數學苦手的程序猿，讀這本書啓濛一下挺好
評分##The best story told about all the nitty-gritty of neutral networks. Great book to refresh memory.
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