michaelrising Goto Github PK

atari-reset

Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"

awesome-causality-algorithms

An index of algorithms for learning causality with data

causal-rl

citadel-datathon

contrib

Implementations of ideas from recent papers

cookies-weixue100

The valid cookies for weixue100, only for one week.

counterfactual-diagnosis

cuda-floyd_warshall

CUDA implementation of the Blocked Floyd Warshall All pairs shortest path graph algorithm

datasciencecoursera

for Data Science class on Coursera

deep-learning-for-causal-inference

Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflow 2.

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deepipw

Code for paper "A deep learning framework for drug repurposing via emulating clinical trials on real world patient data" (Accepted to Nature Machine Intelligence).

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

designctpb

diffusion_schrodinger_bridge

PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.

drl

Deconfounding Reinforcement Learning in Observational Settings

engineering-optimization

gail-airl-ppo.pytorch

A PyTorch implementation of GAIL and AIRL based on PPO.

granger-causality

This repository contains efficient implementation of Granger causality and its extensions. Please see the wiki page for instructions.

graphembedding

Implementation and experiments of graph embedding algorithms.

gym-soccer

hangman

hanman solver program for job interview

integrating-evolutionary-dynamics-into-treatment-of-mcrpc

jax-rl

Jax (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

maxurbtixbusybot

redirect to www.urbtix.hk

mazelab

A customizable framework to create maze and gridworld environments

mega

Sequence modeling with Mega.

mega-pytorch

Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena