FA算法 https://blog.csdn.net/sinat_37965706/article/details/71330979
因子分析 https://blog.csdn.net/qq_45493596/article/details/124845440
ICA教程 https://blog.csdn.net/lizhe_dashuju/article/details/50263339
PCA理解四层境界 https://blog.csdn.net/yingwei13mei/article/details/82690357
LPP 局部保持投影 https://blog.csdn.net/jkgghvfuj/article/details/121090021
概率图模型体系 https://zhuanlan.zhihu.com/p/33397147
自组织映射 https://blog.csdn.net/mingzheng114/article/details/81041194
贝叶斯线性回归 https://weirping.github.io/blog/Bayesian-Probabilities-in-ML.html
局部变分近似 https://zhuanlan.zhihu.com/p/491696939 
EM算法 https://www.zhihu.com/question/40797593/answer/275171156
马尔可夫过程 https://blog.csdn.net/weixin_43716250/category_10520681.html
MCMC https://zhuanlan.zhihu.com/p/37121528
Gibbs采样 https://blog.csdn.net/zhangxiuli006/article/details/115409238
RBM https://blog.csdn.net/itplus/article/details/19168937
流模型 https://blog.csdn.net/qq_38406029/article/details/125384114
变分自编码器 https://spaces.ac.cn/archives/5343 https://spaces.ac.cn/archives/5383
变分自编码器 https://www.bilibili.com/video/BV15E411w7Pz?p=2
VAE损失拆分 https://blog.csdn.net/lee813/article/details/100072168
Hammersley-Clifford定理 https://github.com/yizt/cv-papers/blob/master/Hammersley-Clifford%E5%AE%9A%E7%90%86%E8%AF%81%E6%98%8E.md
隐马尔可夫模型 http://www.huaxiaozhuan.com/%E7%BB%9F%E8%AE%A1%E5%AD%A6%E4%B9%A0/chapters/15_HMM.html
Baum-Welch算法 https://blog.csdn.net/u014688145/article/details/53046765
最大熵模型 https://zhuanlan.zhihu.com/p/29978153
最大熵原理 https://www.hrwhisper.me/machine-learning-maximum-entropy-model/
最大熵学习 https://www.bookstack.cn/read/huaxiaozhuan-ai/spilt.3.59bc3af53f23ca67.md
CRF https://zhuanlan.zhihu.com/p/70067113
CRF算法 https://zhuanlan.zhihu.com/p/103411021
CRF理解 https://kexue.fm/archives/5542
MEMM https://kexue.fm/archives/7213
GAN推导 https://blog.csdn.net/miss_the_boat/article/details/121666837