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)
具体描述
http://neuralnetworksanddeeplearning.com/
用户评价
评分
##非常不错的入门书，讲得非常好，不仅严谨，而且还给了很多自己的思考和启发式的问题，代码写的也很好，图文并茂。更厉害的是，作者竟然是研究物理的？
评分##数学苦手的程序猿，读这本书启蒙一下挺好
评分##可能是读过的最好的入门书籍了，不过CNN的介绍篇幅太短也太浅
评分##我没有机器，也不想学习????
评分##数学苦手的程序猿，读这本书启蒙一下挺好
评分##可能是读过的最好的入门书籍了，不过CNN的介绍篇幅太短也太浅
评分##全能看懂，然后想立刻再看一遍，我好想写一本这样的书
评分##The best story told about all the nitty-gritty of neutral networks. Great book to refresh memory.
评分##这也能算本书吗？
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