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
##挺不错的神经网络的入门书，从理论到代码，看得出经过精心的裁剪。对基本概念和原理介绍得不错，虽然有很多数学公式，但python的代码帮助理解很多细节。激活函数、代价函数、随机梯度下降、反向传播、过度拟合和规范化、权重初始化、超参数优化、卷积网络的局部感受野、混合层、特征映射。
评分##翻译版本，讲例子还蛮深入浅出。
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##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##非常好的deep learning入门，直接用python写例子，便于理解。
评分##神经网络入门级读物 对很多常见概念技巧有深入浅出的解释 http://neuralnetworksanddeeplearning.com/
评分##数学苦手的程序猿，读这本书启蒙一下挺好
评分##翻译版本，讲例子还蛮深入浅出。
相关图书
本站所有内容均为互联网搜索引擎提供的公开搜索信息，本站不存储任何数据与内容，任何内容与数据均与本站无关，如有需要请联系相关搜索引擎包括但不限于百度，google,bing,sogou 等
© 2026 book.teaonline.club All Rights Reserved. 图书大百科 版权所有