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
評分非常好的入門書籍。作者從頭到尾都在給你做心靈按摩：don't worry,it's simple.don't panic,it's easy.stop feeling stupid about yourself,just move forward.
評分##數學苦手的程序猿，讀這本書啓濛一下挺好
評分##數學苦手的程序猿，讀這本書啓濛一下挺好
評分##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。
評分##我沒有機器，也不想學習????
評分##翻譯版本，講例子還蠻深入淺齣。
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.
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