richcmwang's repositories
Arcade-Learning-Environment
The Arcade Learning Environment (ALE) -- a platform for AI research.
causal-ml-reading
A curated list of references on causal ML
contrastive-LVM
Code for running and analyzing contrastive latent variable models
cs228-notes
Course notes for CS228: Probabilistic Graphical Models.
DeepRL-Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
Fars
coursera project
horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
pyro
Deep universal probabilistic programming with Python and PyTorch
pytorch_geometric
Graph Neural Network Library for PyTorch
stat_rethinking_2022
Statistical Rethinking course winter 2022
Statistical-Rethinking-with-Python-and-PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
text-analytics-with-python
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.