Google's Operations Research tools:
#计算机科学#Awesome machine learning for combinatorial optimization papers.
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.
Extensible Combinatorial Optimization Learning Environments
#计算机科学#A Python Graph Matching Toolkit.
NVIDIA cuOpt examples for decision optimization
#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...
#Awesome#Recent research papers about Foundation Models for Combinatorial Optimization
#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
A library for topological network optimization
#计算机科学#A lightweight memory allocator for hardware-accelerated machine learning
[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial 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