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
##QI 看的是他的，没想到，ML看的也是他的...
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##棒！有人翻译了，和英文交叉看的。翻译很烂，大概就是在机翻的基础上粗略地改了改。有些地方甚至没改。但还是省了很多工夫。看得比较急，接下来试试把里面的代码重写一遍。
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。
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##神经网络最佳入门
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##非常好的deep learning入门，直接用python写例子，便于理解。
评分##数学苦手的程序猿，读这本书启蒙一下挺好
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