深度学习

资料汇总(超级强大):http://www.javashuo.com/article/p-uppduaei-gr.html
https://cloud.tencent.com/developer/article/1077505 gemm的优化过程
https://antkillerfarm.github.io/
https://www.bilibili.com/video/av15949583/?p=6
https://blog.csdn.net/tianrolin/article/details/51447165 (网络构建过程)
https://blog.csdn.net/u014313009/article/details/51039334(反向传播推导)
https://www.jianshu.com/p/05f3e7ddf1e1(cs231n笔记
https://petewarden.com/2015/04/20/why-gemm-is-at-the-heart-of-deep-learning/(GEMM)
https://petewarden.com/2017/10/29/how-do-cnns-deal-with-position-differences/(平移不变性)
https://blog.csdn.net/silent_crown/article/details/78121270(bn
https://blog.csdn.net/kevin_hee/article/details/80783698(bn
https://antkillerfarm.github.io/
https://iamtrask.github.io/
https://note.youdao.com/share/?id=829ba6cabfde990e2832b048a4f492b3&type=note#/ (tensorrt int 8)
https://leonardoaraujosantos.gitbooks.io/artificial-inteligence/content/single-shot-detectors/ssd.html (经典博客)
论文Convolutional Naural Networks for Sentence Classification--原理与实现 https://www.tinymind.cn/articles/1234?from=articles_commend
bn层合并 https://blog.csdn.net/diye2008/article/details/78492181html

https://haomood.github.io/homepage/ (张皓主页)
https://morvanzhou.github.io/ (莫烦主页)
http://sofasofa.io/ (数据科学社区)
https://www.jianshu.com/p/b677111a2852 (样本不均衡处理)
https://blog.csdn.net/qiu931110/column/info/25774 (darknet框架简介)
http://melonteam.com/posts/quan_juan_ji_shen_jing_wang_luo_fcn_xue_xi_bi_ji/ (FCN)
https://www.jianshu.com/p/e05d1b210fcb (添加python layer)python