A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Official Schlably Repository by the Institute for TMDT

Deep Learning 2021 in School of Data Science, USTC

PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

A simple Python interface for VRPSolver, a state-of-the-art Branch-Cut-and-Price exact solver for vehicle routing problems

Easy Integer Programming

Test on how to implement Branch and Price for VRP with Gurobi (work in progress)

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

Reinforcement learning for operation research problems with OpenAI Gym and CleanRL

Evolutionary algorithm toolbox and framework with high performance for Python

PyTorch implementations of deep reinforcement learning algorithms and environments

The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading notes.

OpenAi's gym environment wrapper to vectorize them with Ray

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

Solvers for NP-hard and NP-complete problems with an emphasis on high-performance GPU computing.

The official implementation of "Winning the L2RPN Challenge: Semi-Markov Afterstate Actor-Critic", ICLR 2021

This is a solution for L2RPN_NIPS_Competitions_2020, and it wins 2nd prize.

Environments for OR and RL Research

A playbook for systematically maximizing the performance of deep learning models.

将Typora伪装成LaTeX的中文样式主题，本科生轻量级课程论文撰写的好帮手。This is a theme disguising Typora into Chinese LaTeX style.

Panda项目是于2023年5月启动的开源海外中文大语言模型项目，致力于大模型时代探索整个技术栈，旨在推动中文自然语言处理领域的创新和合作。

Library of TSP with Profit instances that extend tsplib95

Attention based model for learning to solve different routing problems

Prize-Collecting Traveling Salesman Problem with Time Windows

The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li, Jie Wang*, Yufei Kuang, Mingxuan Yuan, Jia Zeng, Yongdong Zhan…

Let ChatGPT truly learn how to go online and call APIs! 'EX-ChatGPT' can rival and even surpass NewBing

This repo contains the code for paper "Dense reinforcement learning for safety validation of autonomous vehicles"

Integrating ChatGPT into your browser deeply, everything you need is here

Curated list of apps and tools that not only use the new ChatGPT API, but also allow users to configure their own API keys, enabling free and on-demand usage of their own quota.