cs231n课程笔记的总地址

https://zhuanlan.zhihu.com/p/21930884

python numpy tutorial

http://link.zhihu.com/?target=http%3A//cs231n.github.io/python-numpy-tutorial

image classification notes

http://link.zhihu.com/?target=http%3A//cs231n.github.io/classification

linear classification notes

http://link.zhihu.com/?target=http%3A//cs231n.github.io/linear-classify

optimization notes

http://link.zhihu.com/?target=http%3A//cs231n.github.io/optimization-1

backprop notes

http://link.zhihu.com/?target=http%3A//cs231n.github.io/optimization-2

neural nets notes 1

http://link.zhihu.com/?target=http%3A//cs231n.github.io/neural-networks-1/

neural nets notes 2

http://link.zhihu.com/?target=http%3A//cs231n.github.io/neural-networks-2/

neural nets notes 3

http://link.zhihu.com/?target=http%3A//cs231n.github.io/neural-networks-3/

convNet notes

http://link.zhihu.com/?target=http%3A//cs231n.github.io/convolutional-networks/

three assignments

assignments 1

http://link.zhihu.com/?target=http%3A//cs231n.github.io/assignments2016/assignment1/

assignments 2

http://link.zhihu.com/?target=http%3A//cs231n.github.io/assignments2016/assignment2/

assignments 3

http://link.zhihu.com/?target=http%3A//cs231n.github.io/assignments2016/assignment3/