This blog introduces some basic neural network structures and the implementation using Pytorch.

This blog introduces some basic data structures in probabilistic programming that is different in common settings.

This blog introduces the essential implementation of some optimization methods using c++, which is very fast and convenient.

This blog introduces the basic concepts about the normalizing flow, including the construction and implementation using python.

This blog introduces the basic concepts about the VAE, including the construction and implementation using python.