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孙建's Projects

annoy icon annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

bcq icon bcq

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

coach icon coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

pessimism-recsys-2021 icon pessimism-recsys-2021

Source code for our paper "Pessimistic Reward Models for Off-Policy Learning in Recommendation" published at RecSys 2021.

ray icon ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

reagent icon reagent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

recbole icon recbole

A unified, comprehensive and efficient recommendation library

recdebiasing icon recdebiasing

This repository collects debiasing methods for recommendation

reco-gym icon reco-gym

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

recsim icon recsim

A Configurable Recommender Systems Simulation Platform

recsysdatasets icon recsysdatasets

This is a repository of public data sources for Recommender Systems (RS).

rspapers icon rspapers

A Curated List of Must-read Papers on Recommender System.

tianshou icon tianshou

An elegant PyTorch deep reinforcement learning library.

trd icon trd

This is for the Top-aware Recommender Distillation with Deep Reinforcement Learning-TRD

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