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Search results for combinatorial optimization
combinatorial-optimization
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70 search results found
Awesome Ml4co
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1,316
Awesome machine learning for combinatorial optimization papers.
Thinkmatch
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762
A research protocol for deep graph matching.
Accel Brain Code
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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
Ecole
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259
Extensible Combinatorial Optimization Learning Environments
Pygmtools
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227
A library of Python graph matching solvers.
Rl4co
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183
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
Graph Convnet Tsp
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157
Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)
Network Opt
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148
A library for topological network optimization
Jssenv
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142
An OpenAi Gym environment for the Job Shop Scheduling problem.
Awesome Optimization
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110
A curated list of awesome mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
Inferopt.jl
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102
Combinatorial optimization layers for machine learning pipelines
Conjure
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89
Conjure: The Automated Constraint Modelling Tool
Generictensornetworks.jl
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71
Generic tensor networks for solution space properties.
Seriation
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71
Infrastructure for Ordering using Seriation - R Package
Deepaco
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68
[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
Submodlib
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63
Summarize Massive Datasets using Submodular Optimization
Minotaur
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62
Minotaur Toolkit for Mixed-Integer Nonlinear Optimization
Minimalloc
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60
A lightweight memory allocator for hardware-accelerated machine learning
Learning Tsp
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53
Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
Bcp Mapf
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49
BCP-MAPF – branch-and-cut-and-price for multi-agent path finding
Mxfactorial
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40
a payment application intended for deployment by the united states treasury that replaces banking with accounting
Tropicaltensors.jl
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38
Tropical tensor network for spin glasses
Ecr2
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38
ecr: Evolutionary Computation in R (version 2)
Pack
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35
📦 greedy rectangle packing algorithm
Kiwi Solver
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35
Kiwi is a minimalist and extendable Constraint Programming (CP) solver.
Ghost
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33
General meta-Heuristic Optimization Solving Toolkit
Cryptosym
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33
SAT-based, MILP, and belief propagation preimage attacks on SHA-256 and other cryptographic hash functions
Printemps
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31
C++ metaheuristics modeler/solver for general integer optimization problems.
Heurisko
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30
C++ platform to perform parallel computations of continuous and combinatorial optimization tasks via metaheuristics.
Sinkhorn Policy Gradient.pytorch
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29
Code accompanying the paper "Learning Permutations with Sinkhorn Policy Gradient"
Tsp_solver
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29
Solving tsp (travel sales problem) using ruin & recreate method.
Pdptw Instances
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28
Instances for the Pickup and Delivery Problem with Time Windows (PDPTW) based on open data
T2tco
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26
[NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization
Neurips2021 Ml4co Kida
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23
1st Solution For NeurIPS 2021 Competition on ML4CO Dual Task
Gym Forest
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21
Reinforcement learning environment for the classical synthesis of quantum programs.
Minimum Cost Perfect Matching
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18
C++ implementation of algorithms for finding perfect matchings in general graphs
Eco Dqn
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17
Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".
Shift_schedule
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16
Modeling and Solving Employee Shift Scheduling (Including Nurse Rostering) Problems Using Constraint Programming (Combination of Artificial Intelligence and Operations Research) and Software Engineering Technologies 应用约束规划(人工智能和运筹学的结合)及软件工程技术建模和解决员工排班(包括护士排班)调度问题
Didp Rs
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16
Domain-Independent Dynamic Programming (DIDP) framework implemented in Rust.
End2end Job Shop Scheduling Cp
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16
An end to end reinforcement learning approach with a reinforcement learning environment modeled as a CP model
Tsp Solver
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15
metaheuristics for traveling salesman problem (TSP)
Diff Evol Tree Search
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15
We introduce a differentiable approach to phylogenetic tree construction, optimizing tree and ancestral sequences in its original representation itself, thus requiring no prior training data.
Quantumflow Qaoa
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14
Optimize QAOA circuits for graph maxcut using tensorflow
Adversarial Code Generation
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14
Source code for the ICLR 2021 work "Generating Adversarial Computer Programs using Optimized Obfuscations"
Genstar
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14
Generation of Synthetic Populations Library
Job_shop_schedule_problem
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11
Parallel Tabu Search and Genetic Algorithm for the Job Shop Schedule Problem with Sequence Dependent Set Up Times
Geco
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11
Generators for Combinatorial Optimization
Nutmeg
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11
Nutmeg – a MIP and CP branch-and-check solver
Formigueiro
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11
A python Framework for Simple Ant Colony Optimization Algorithms
Devformer
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11
Official code repository for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement" (ICML 2023)
Amazing Collection Vehicle Routing Problem
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10
Amazing Collection Vehicle Routing Problem
Learning Paradigms For Tsp
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10
Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)
Hybridtspsolver
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10
A hybrid TSP solver that I made for my master's degree thesis in computer science.
Pytimize
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9
Python optimization library for mathematical programming.
Twin Nphard
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8
Graph-based Deterministic Policy Gradient for Repetitive Combinatorial Optimization Problems
Interactivebinpacking
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8
Self-guided tutorial on combinatorial optimization, the bin packing problem, and constructive heuristics, suitable for use as course assignments, or by self-directed learners.
Gnn For Combinatorial Optimization
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8
JAX + Flax implementation of "Combinatorial Optimization with Physics-Inspired Graph Neural Networks" by Schuetz et al.
Diderot.jl
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8
Decision Diagrams for Discrete Optimization - Generic Julia Implementation
Routeopt
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8
RouteOpt
Flowshopproject
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8
Optimization of permutation flow shop scheduling on the basis of makespan computation using natural algorithms. Done as a master's degree project at St. Xavier's College, Kolkata, under the supervision of Mr. Siladitya Mukherjee.
Grapherator
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7
A modular multi-step graph generator
Tfg Dial A Ride Problem
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7
Final Degree Project of Statistics Degree based on the Dial-a-Ride Problem (DARP).
Nlns_vnd.jl
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7
NLNS+VND Metaheuristic Algorithm for solving Combinatorial Optimization Problems
Graph_stitcher
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7
Graph algorithms to merge two graphs based on stitching.
Ml4vrp
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6
Geometric Deep Learning Models for Vehicle Routing Problem
Tspy
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6
An optimization package for the traveling salesman problem
Vehicle Routing Optimization Using Artificial Intelligence
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6
Repository for various solutions to the vehicular routing problem using AI
Ml4co Survey
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5
A survey on machine learning for combinatorial optimization.
Theories Of Graph Neural Networks
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5
A List of Papers on Theoretical Foundations of Graph Neural Networks
Submodularmaximization
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5
A collection of optimization algorithms for maximizing unconstrained submodular set functions.
1-70 of 70 search results
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