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Han Chen's Projects

2015 icon 2015

Public material for CS109

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

awesome-python3-webapp icon awesome-python3-webapp

小白的Python入门教程实战篇:网站+iOS App源码→ http://t.cn/R2PDyWN 赞助→ http://t.cn/R5bhVpf

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awr icon awr

Implementation of advantage-weighted regression.

bandit-algorithms icon bandit-algorithms

Epsilon-greedy, softmax and LinUCB contextual bandit implementations [recommender systems]

batch_rl icon batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

bcq icon bcq

Author's PyTorch implementation of BCQ for continuous and discrete actions

contextual icon contextual

Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies

covid-19-data icon covid-19-data

An ongoing repository of data on coronavirus cases and deaths in the U.S.

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