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
##這也能算本書嗎？
評分##神經網絡最佳入門
評分##物理學傢寫的深度學習方麵的書，直覺很好。
評分##非常好的deep learning入門，直接用python寫例子，便於理解。
評分##物理學傢寫的深度學習方麵的書，直覺很好。
評分##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
評分##這也能算本書嗎？
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##這也能算本書嗎？
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