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The Top 23 Combinatorial Optimization Open Source Projects

Open source projects categorized as Combinatorial Optimization
Categories > Combinatorial Optimization
Awesome Ml4co ⭐ 1,316
Awesome machine learning for combinatorial optimization papers.
most recent commit 4 months ago
Thinkmatch ⭐ 762
A research protocol for deep graph matching.
most recent commit 6 months ago
Accel Brain Code ⭐ 289
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 networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language proces
dependent packages 2total releases 12most recent commit 5 months agopypi accel-brain-base} Downloads
Ecole ⭐ 259
Extensible Combinatorial Optimization Learning Environments
total releases 22most recent commit a year ago
Pygmtools ⭐ 227
A library of Python graph matching solvers.
total releases 67most recent commit 4 months ago
Rl4co ⭐ 183
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
total releases 17most recent commit 4 months ago
Graph Convnet Tsp ⭐ 157
Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)
most recent commit 2 years ago
Network Opt ⭐ 148
A library for topological network optimization
most recent commit 6 months ago
Jssenv ⭐ 142
An OpenAi Gym environment for the Job Shop Scheduling problem.
total releases 2most recent commit 7 months ago
Awesome Optimization ⭐ 110
A curated list of awesome mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
most recent commit 6 months ago
Inferopt.jl ⭐ 102
Combinatorial optimization layers for machine learning pipelines
most recent commit 5 months ago
Conjure ⭐ 89
Conjure: The Automated Constraint Modelling Tool
most recent commit 5 months ago
Generictensornetworks.jl ⭐ 71
Generic tensor networks for solution space properties.
most recent commit 4 months ago
Seriation ⭐ 71
Infrastructure for Ordering using Seriation - R Package
dependent packages 30total releases 43most recent commit 5 months ago
Deepaco ⭐ 68
[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
most recent commit 5 months ago
Submodlib ⭐ 63
Summarize Massive Datasets using Submodular Optimization
most recent commit a year ago
Minotaur ⭐ 62
Minotaur Toolkit for Mixed-Integer Nonlinear Optimization
most recent commit 4 months ago
Minimalloc ⭐ 60
A lightweight memory allocator for hardware-accelerated machine learning
most recent commit 4 months ago
Learning Tsp ⭐ 53
Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
most recent commit 3 years ago
Bcp Mapf ⭐ 49
BCP-MAPF – branch-and-cut-and-price for multi-agent path finding
most recent commit a year ago
Mxfactorial ⭐ 40
a payment application intended for deployment by the united states treasury that replaces banking with accounting
most recent commit 5 months ago
Tropicaltensors.jl ⭐ 38
Tropical tensor network for spin glasses
most recent commit 2 years ago
Ecr2 ⭐ 38
ecr: Evolutionary Computation in R (version 2)
dependent packages 3total releases 4most recent commit 8 months ago
The 5 Most Depended On Combinatorial Optimization Open Source Projects
Seriation ⭐ 71
Infrastructure for Ordering using Seriation - R Package
dependent packages 30total releases 43latest release March 08, 2023most recent commit 5 months ago
Pack ⭐ 35
:package: greedy rectangle packing algorithm
dependent packages 26total releases 21latest release December 16, 2018most recent commit 9 months agonpm pack} Downloads
Didp Rs ⭐ 16
Domain-Independent Dynamic Programming (DIDP) framework implemented in Rust.
dependent packages 3total releases 10latest release August 11, 2023most recent commit 4 months agocargo dypdl} Downloads
Ecr2 ⭐ 38
ecr: Evolutionary Computation in R (version 2)
dependent packages 3total releases 4latest release July 10, 2017most recent commit 8 months ago
The 10 Latest Releases In Combinatorial Optimization Open Source Projects
Rl4co ⭐ 183
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
total releases 17latest release December 07, 2023most recent commit 4 months ago
Pygmtools ⭐ 227
A library of Python graph matching solvers.
total releases 67latest release November 16, 2023most recent commit 4 months ago
Didp Rs ⭐ 16
Domain-Independent Dynamic Programming (DIDP) framework implemented in Rust.
dependent packages 3total releases 10latest release August 11, 2023most recent commit 4 months agocargo dypdl} Downloads
Seriation ⭐ 71
Infrastructure for Ordering using Seriation - R Package
dependent packages 30total releases 43latest release March 08, 2023most recent commit 5 months ago
Jssenv ⭐ 142
An OpenAi Gym environment for the Job Shop Scheduling problem.
total releases 2latest release January 14, 2023most recent commit 7 months ago
Pytimize ⭐ 9
Python optimization library for mathematical programming.
total releases 5latest release July 21, 2022most recent commit 2 years ago
Ecole ⭐ 259
Extensible Combinatorial Optimization Learning Environments
total releases 22latest release May 10, 2022most recent commit a year ago
Geco ⭐ 11
Generators for Combinatorial Optimization
total releases 11latest release April 01, 2021most recent commit a year ago
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