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
##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##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##这也能算本书吗？
评分##一本非常非常棒的神经网络和深度学习的入门书，真正当然得起深入浅出，通过简洁明了的数学推导，和清晰明了简短的代码，把神经网络和CNN做了非常易懂的介绍，强烈推荐深度学习第一书。
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##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##QI 看的是他的，没想到，ML看的也是他的...
评分##极好极好极好的书，如果对机器学习感兴趣，是必读的书。甚至完全不需要数学基础。
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