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Awesome machine learning for combinatorial optimization papers.
Created
2021-03-21
180 commits to master branch, last one 4 months ago
A research protocol for deep graph matching.
Created
2019-09-06
108 commits to master branch, last one 8 days ago
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
Created
2023-02-23
1,403 commits to main branch, last one 9 days ago
Extensible Combinatorial Optimization Learning Environments
Created
2019-10-18
1,510 commits to master branch, last one about a year ago
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...
lstm
q-learning
auto-encoder
deep-learning
deep-q-network
quantum-annealing
transfer-learning
energy-based-model
quantum-monte-carlo
simulated-annealing
reinforcement-learning
automatic-summarization
self-supervised-learning
semi-supervised-learning
combinatorial-optimization
deep-reinforcement-learning
restricted-boltzmann-machine
generative-adversarial-network
multi-agent-reinforcement-learning
Created
2017-09-15
1,863 commits to master branch, last one 6 months ago
Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)
This repository has been archived
(exclude archived)
Created
2019-06-03
12 commits to master branch, last one 2 years ago
A Python Graph Matching Toolkit.
Created
2021-10-18
580 commits to main branch, last one 7 days ago
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
awesome
awesome-list
optimization
linear-programming
convex-optimization
integer-programming
linear-optimization
operations-research
discrete-optimization
mathematical-modelling
stochastic-optimization
mathematical-programming
mathematical-optimization
combinatorial-optimization
integer-linear-programming
Created
2023-10-31
29 commits to main branch, last one 14 days ago
Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
This repository has been archived
(exclude archived)
Created
2020-06-12
12 commits to master branch, last one 2 years ago
An OpenAi Gym environment for the Job Shop Scheduling problem.
Created
2021-01-19
28 commits to master branch, last one 7 months ago
A library for topological network optimization
Created
2021-12-17
255 commits to main branch, last one 7 months ago
Combinatorial optimization layers for machine learning pipelines
Created
2022-04-12
273 commits to main branch, last one about a month ago
[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
pytorch
meta-heuristic
neural-network
routing-problem
knapsack-problem
scheduling-problem
bin-packing-problem
graph-neural-networks
reinforcement-learning
ant-colony-optimization
vehicle-routing-problem
combinatorial-optimization
traveling-salesman-problem
deep-reinforcement-learning
neural-combinatorial-optimization
capacitated-vehicle-routing-problem
Created
2023-02-06
119 commits to main branch, last one 3 months ago
A lightweight memory allocator for hardware-accelerated machine learning
Created
2022-11-23
111 commits to main branch, last one 4 months ago
Conjure: The Automated Constraint Modelling Tool
Created
2016-05-03
7,469 commits to main branch, last one 5 days ago
Generic tensor networks for solution space properties.
Created
2021-08-15
298 commits to master branch, last one 9 days ago
Parallel Tabu Search and Genetic Algorithm for the Job Shop Schedule Problem with Sequence Dependent Set Up Times
Created
2019-03-08
132 commits to master branch, last one 3 years ago
Summarize Massive Datasets using Submodular Optimization
Created
2020-10-20
217 commits to master branch, last one about a year ago
BCP-MAPF – branch-and-cut-and-price for multi-agent path finding
Created
2020-01-21
174 commits to main branch, last one about a year ago
Infrastructure for Ordering using Seriation - R Package
Created
2015-10-11
316 commits to master branch, last one about a month ago
Minotaur Toolkit for Mixed-Integer Nonlinear Optimization
Created
2016-06-01
1,548 commits to master branch, last one 7 days ago
Recent research papers about Foundation Models for Combinatorial Optimization
Created
2024-03-07
23 commits to main branch, last one 5 days ago
C++ implementation of algorithms for finding perfect matchings in general graphs
Created
2018-05-22
24 commits to master branch, last one 5 years ago
A benchmarking repo with various solution methods to various machine scheduling problems
Created
2023-08-23
66 commits to main branch, last one 2 months ago
Tropical tensor network for spin glasses
Created
2020-04-19
187 commits to master branch, last one 2 years ago
C++ metaheuristics modeler/solver for general integer optimization problems.
Created
2020-04-25
842 commits to master branch, last one about a month ago
[NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization
Created
2023-11-01
14 commits to main branch, last one about a month ago
L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China
Created
2023-09-04
122 commits to main branch, last one 4 days ago
JAX + Flax implementation of "Combinatorial Optimization with Physics-Inspired Graph Neural Networks" by Schuetz et al.
Created
2023-01-04
30 commits to main branch, last one about a year ago
A fast and fearless Collision Detection Engine for 2D irregular Cutting and Packing problems
Created
2024-01-25
202 commits to main branch, last one 12 days ago