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
##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
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##數學苦手的程序猿，讀這本書啓濛一下挺好
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##棒！有人翻譯瞭，和英文交叉看的。翻譯很爛，大概就是在機翻的基礎上粗略地改瞭改。有些地方甚至沒改。但還是省瞭很多工夫。看得比較急，接下來試試把裏麵的代碼重寫一遍。
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##這也能算本書嗎？
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##數學苦手的程序猿，讀這本書啓濛一下挺好
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##The best story told about all the nitty-gritty of neutral networks. Great book to refresh memory.
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##作為入門書確實挺不錯，不像Ian的《深度學習》太細，也不像周誌華的《機器學習》門類多，細節少，隻專注於講清楚DNN的是如何工作的
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##The best story told about all the nitty-gritty of neutral networks. Great book to refresh memory.
##極好極好極好的書，如果對機器學習感興趣，是必讀的書。甚至完全不需要數學基礎。