LTluttmann

SelfLabelingJobShop

Self-Labeling the Job Shop Scheduling Problem

gumbeldore

Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improvement"

routefinder

[ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems

JSSEnv

An OpenAi Gym environment for the Job Shop Scheduling problem.

DRL-Guided-Picker-Optimization

GNARKD

PyTorch code for the GNARKD.

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

trl

Train transformer language models with reinforcement learning.

FJSP-DRL

This repository is the official implementation of the paper “Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement Learning”. IEEE Transactions on Neural Networks and Learning Systems, 2023.

llama3

The official Meta Llama 3 GitHub site

routing-transformer

Fully featured implementation of Routing Transformer

sinkhorn-transformer

Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention

jumanji

🕹️ A diverse suite of scalable reinforcement learning environments in JAX

or-gym

Environments for OR and RL Research

scikit-decide

AI framework for Reinforcement Learning, Automated Planning and Scheduling

litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

NCO_code

L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China

ringattention

Transformers with Arbitrarily Large Context

awesome-fm4co

Recent research papers about Foundation Models for Combinatorial Optimization

fjsp-drl

FJSPLIB

Python package to read and write instances for the flexible job shop problem.

gemma_pytorch

The official PyTorch implementation of Google's Gemma models

robotic-warehouse

Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment

rl4co

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