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
##非常好的deep learning入门，直接用python写例子，便于理解。
评分##QI 看的是他的，没想到，ML看的也是他的...
评分非常好的入门书籍。作者从头到尾都在给你做心灵按摩：don't worry,it's simple.don't panic,it's easy.stop feeling stupid about yourself,just move forward.
评分##物理学家写的深度学习方面的书，直觉很好。
评分##QI 看的是他的，没想到，ML看的也是他的...
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##非常好的deep learning入门，直接用python写例子，便于理解。
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????
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