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论文

• on discriminative vs. generative classifiers a comparison of logistic regression and naive bayes

• Adam: A Method for Stochastic Optimization

• NMF

PCA

http://blog.codinglabs.org/articles/pca-tutorial.html

SVM

https://zhuanlan.zhihu.com/p/24638007

Lp范数

http://t.hengwei.me/post/%E6%B5%85%E8%B0%88l0l1l2%E8%8C%83%E6%95%B0%E5%8F%8A%E5%85%B6%E5%BA%94%E7%94%A8.html

协方差矩阵

http://www.cnblogs.com/chaosimple/p/3182157.html

TCP

https://coolshell.cn/articles/11564.html

泊松分布

https://zhuanlan.zhihu.com/p/26263743

置信区间

https://www.zhihu.com/question/26419030/answer/274472266

LSTM

http://colah.github.io/posts/2015-08-Understanding-LSTMs/

最大似然估计

https://blog.csdn.net/zouxy09/article/details/8537620

拉格朗日乘子法

http://jermmy.xyz/2017/07/27/2017-7-27-understand-lagrange-multiplier/

奇异值分解

https://zhuanlan.zhihu.com/p/29846048