This document contains Henry's study notes on variational inference, probabilistic graphical models, point processes, and generative models.

References: [统计学习方法 第二版], intermediate_vb

References: A Tutorial on Hawkes Processes for Events in Social Media

References: Supervised topic model

References: 深度强化学习（王树森）