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
##一本非常非常棒的神經網絡和深度學習的入門書，真正當然得起深入淺齣，通過簡潔明瞭的數學推導，和清晰明瞭簡短的代碼，把神經網絡和CNN做瞭非常易懂的介紹，強烈推薦深度學習第一書。
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##這也能算本書嗎？
評分##這也能算本書嗎？
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##一本非常非常棒的神經網絡和深度學習的入門書，真正當然得起深入淺齣，通過簡潔明瞭的數學推導，和清晰明瞭簡短的代碼，把神經網絡和CNN做瞭非常易懂的介紹，強烈推薦深度學習第一書。
評分##神經網絡最佳入門
評分##The best story told about all the nitty-gritty of neutral networks. Great book to refresh memory.
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？
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