deep learning 资源汇总
不定时更新。。。。。
首先是吴老爷子在优酷的视频,可惜外音太大了:http://list.youku.com/albumlist/show?id=21508721&ascending=1&page=1
这位博主的博文,写的很全:http://www.cnblogs.com/tornadomeet/tag/Deep%20Learning/
一本免费的书,很多人推荐,可惜现在没时间看:http://neuralnetworksanddeeplearning.com/index.html
http://colah.github.io/posts/2014-03-NN-Manifolds-Topology/
知乎上也有很多人分享:https://zhuanlan.zhihu.com/p/22410917
CS231n Convolutional Neural Networks for Visual Recognition 笔记:https://www.52ml.net/tags/cs231
网易云课堂对这门课程给了翻译:http://study.163.com/course/courseMain.htm?courseId=1003223001#/courseDetail
CNN可视化:http://ethereon.github.io/netscope/#/editor
dataaugmation: http://manutdzou.github.io/2016/10/26/data-augmentation.html
https://www.kesci.com/apps/home_log/index.html#!/forum/postdetail/582ec52bf3e588e962be4baa
筆記:http://yufeigan.github.io/
分析不同指标对训练模型accuracy和loss的影响:https://www.kesci.com/apps/home_log/index.html#!/forum/postdetail/58312937626ec2d572396a3d