combinatorial-optimization

Google's Operations Research tools:

#计算机科学#Awesome machine learning for combinatorial optimization papers.

A research protocol for deep graph matching.

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

The CP-SAT Primer: Using and Understanding Google OR-Tools' CP-SAT Solver

#Awesome#A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

NVIDIA cuOpt examples for decision optimization

#Awesome#Recent research papers about Foundation Models for Combinatorial Optimization

Extensible Combinatorial Optimization Learning Environments

#计算机科学#A Python Graph Matching Toolkit.

#计算机科学#Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)

#计算机科学#The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics...

#计算机科学#Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)

An OpenAi Gym environment for the Job Shop Scheduling problem.

[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization

[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization

#计算机科学#A lightweight memory allocator for hardware-accelerated machine learning

A library for topological network optimization

#计算机科学#A benchmarking repo with various solution methods to various machine scheduling problems

#计算机科学#Combinatorial optimization layers for machine learning pipelines