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

          

posted @ 2016-03-28 16:33  牧马人夏峥  阅读(274)  评论(0编辑  收藏  举报