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Yingqiang Ge's Projects

open-assistant icon open-assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

open_flamingo icon open_flamingo

An open-source framework for training large multimodal models

openagi icon openagi

OpenAGI: When LLM Meets Domain Experts

openfold icon openfold

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

osqp icon osqp

The Operator Splitting QP Solver

pgmorl icon pgmorl

[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control

pgpr icon pgpr

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

probabilistic-matrix-factorization icon probabilistic-matrix-factorization

Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml-100k | GroupLens dataset

pumpkin-book icon pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book

pytorch-book icon pytorch-book

Source codes for the book "Application of Neural Network and PyTorch"

pytorch-dqn icon pytorch-dqn

Deep Q-Learning Network in pytorch (not actively maintained)

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-trpo icon pytorch-trpo

PyTorch implementation of Trust Region Policy Optimization

pytorch-trpo-1 icon pytorch-trpo-1

PyTorch Implementation of Trust Region Policy Optimization (TRPO)

qpth icon qpth

A fast and differentiable QP solver for PyTorch.

rechorus icon rechorus

“Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.

recsim icon recsim

A Configurable Recommender Systems Simulation Platform

reinforcement_learning_basic_book icon reinforcement_learning_basic_book

这是一个学习强化学习基础原理的仓库,主要包括了《深入浅出强化学习原理入门》书中一些例子和课后作业的代码

rl-adventure icon rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rl-book icon rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

rlpyt icon rlpyt

Reinforcement Learning in PyTorch

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