Navigation to the Machine Learning

This page is a Navigation to the Machine Learning Field pages in my website,  the date of this page updating would follow a random walk, but I promise I would update it in every 2 weeks phase .

The Machine Learning in this page are not include the NLP ,if you are interesting in NLP ,welcome to the Navigation to the NLP  for further information. Here is other topics like

1. Generative Model : GAN/ VAE / Flow Based
2. Computer vision
3. Mathematic : ODE ,PDE , Optimization
4. The Classical ML : EM algorithm /
5. Reinforcement Learning

Generative Model

VAE

Flow Based Model

GAN

Mathematics

VI – Variational Inference

微分方程应用 – Application of ODE

微分方程数值解

Classical ML

EM Algorithm

Reinforcement Learning

Proximal Policy Optimization