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combinatorial-optimization

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google /or-tools

Google's Operations Research tools:

optimization linear-programming operations-research combinatorial-optimization or-tools

UpdatedDec 17, 2025
C++

Thinklab-SJTU /awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

machine-learning operations-research combinatorial-optimization paper-list

UpdatedNov 7, 2025
Python

Thinklab-SJTU /ThinkMatch

A research protocol for deep graph matching.

graph-matching combinatorial-optimization quadratic-assignment-problem neural-graph-matching

UpdatedMay 30, 2025
Python

ai4co /rl4co

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

benchmark reinforcement-learning scheduling hydra attention vehicle-routing-problem tsp operations-research cvrp combinatorial-optimization attention-model neural-combinatorial-optimization electronic-design-automation pytorch-lightning torchrl tensordict

UpdatedNov 28, 2025
Python

d-krupke /cpsat-primer

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

optimization operations-research ortools combinatorial-optimization cp-sat

UpdatedDec 11, 2025
Jupyter Notebook

ebrahimpichka /awesome-optimization

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

awesome optimization linear-programming awesome-list operations-research mathematical-modelling convex-optimization integer-programming discrete-optimization combinatorial-optimization stochastic-optimization linear-optimization mathematical-programming integer-linear-programming mathematical-optimization

UpdatedDec 15, 2024

ai4co /awesome-fm4co

Recent research papers about Foundation Models for Combinatorial Optimization

lists machine-learning awesome awesome-list combinatorial-optimization neural-combinatorial-optimization foundation-models

UpdatedDec 18, 2025

NVIDIA /cuopt-examples

NVIDIA cuOpt examples for decision optimization

gpu optimization linear-programming vehicle-routing-problem operations-research optimization-algorithms combinatorial-optimization mixed-integer-programming route-optimization traveling-salesman-problem

UpdatedDec 1, 2025
Jupyter Notebook

ds4dm /ecole

Extensible Combinatorial Optimization Learning Environments

ml gym markov-decision-processes scip combinatorial-optimization

UpdatedApr 24, 2025
C++

Thinklab-SJTU /pygmtools

A Python Graph Matching Toolkit.

deep-learning python-library graph-matching combinatorial-optimization

UpdatedSep 9, 2025
Python

chaitjo /graph-convnet-tsp

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

deep-learning pytorch combinatorial-optimization travelling-salesman-problem geometric-deep-learning graph-neural-networks

UpdatedFeb 10, 2022
Python

accel-brain /accel-brain-code

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 are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation net…

reinforcement-learning deep-learning deep-reinforcement-learning q-learning lstm generative-adversarial-network semi-supervised-learning restricted-boltzmann-machine transfer-learning simulated-annealing deep-q-network automatic-summarization combinatorial-optimization quantum-monte-carlo auto-encoder quantum-annealing energy-based-model self-supervised-learning multi-agent-reinforcement-learning

UpdatedDec 26, 2023
Python

chaitjo /learning-tsp

Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)

deep-learning transformers pytorch tsp combinatorial-optimization travelling-salesman-problem graph-neural-networks graph-representation-learning

UpdatedAug 26, 2021
Jupyter Notebook

prosysscience /JSSEnv

An OpenAi Gym environment for the Job Shop Scheduling problem.

reinforcement-learning deep-reinforcement-learning openai-gym combinatorial-optimization job-shop-schedulling openai-gym-environment job-shop-scheduling-problem reinforcement-learning-environments

UpdatedMay 20, 2025
Python

minimalloc

google /minimalloc

A lightweight memory allocator for hardware-accelerated machine learning

machine-learning compiler static-analysis memory-allocation hardware-acceleration combinatorial-optimization rectangle-packing asplos asplos23

UpdatedSep 30, 2025
C++

henry-yeh /DeepACO

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

reinforcement-learning neural-network deep-reinforcement-learning pytorch vehicle-routing-problem meta-heuristic ant-colony-optimization knapsack-problem combinatorial-optimization neural-combinatorial-optimization scheduling-problem traveling-salesman-problem graph-neural-networks routing-problem capacitated-vehicle-routing-problem bin-packing-problem

UpdatedSep 29, 2024
Jupyter Notebook

ai-for-decision-making-tue /Job_Shop_Scheduling_Benchmark_Environments_and_Instances

A benchmarking repo with various solution methods to various machine scheduling problems

python benchmarking machine-learning jsp assembly deep-reinforcement-learning combinatorial-optimization job-shop-scheduling fjsp flexible-job-shop-scheduling setup-times

UpdatedFeb 6, 2025
Jupyter Notebook

network-opt

google /network-opt

A library for topological network optimization

graph-algorithms artificial-intelligence discrete-mathematics operations-research combinatorial-optimization network-design electrical-circuits aaai-2022 aaai2022

UpdatedNov 15, 2023
C++

JuliaDecisionFocusedLearning /InferOpt.jl

Combinatorial optimization layers for machine learning pipelines

machine-learning julia automatic-differentiation structured-learning combinatorial-optimization

UpdatedNov 24, 2025
Julia

decile-team /submodlib

Summarize Massive Datasets using Submodular Optimization

greedy-algorithms combinatorial-optimization submodular-optimization data-summarization optimizers submodular-functions submodular submodular-information-measures

UpdatedMay 14, 2025
Jupyter Notebook

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