Topic: combinatorial-optimization Goto Github

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accel-brain / accel-brain-code
combinatorial-optimization,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 processing.
User: accel-brain
Home Page: https://accel-brain.co.jp
auto-encoder automatic-summarization combinatorial-optimization deep-learning deep-q-network deep-reinforcement-learning energy-based-model generative-adversarial-network lstm multi-agent-reinforcement-learning q-learning quantum-annealing quantum-monte-carlo reinforcement-learning restricted-boltzmann-machine self-supervised-learning semi-supervised-learning simulated-annealing transfer-learning

ai-for-decision-making-tue / job_shop_scheduling_benchmark_environments_and_instances
combinatorial-optimization,A benchmarking repo with various solution methods to various machine scheduling problems
Organization: ai-for-decision-making-tue
assembly benchmarking combinatorial-optimization deep-reinforcement-learning fjsp flexible-job-shop-scheduling job-shop-scheduling jsp machine-learning python

ai4co / awesome-fm4co
combinatorial-optimization,Recent research papers about Foundation Models for Combinatorial Optimization
Organization: ai4co
awesome awesome-list combinatorial-optimization foundation-models lists machine-learning neural-combinatorial-optimization

ai4co / rl4co
combinatorial-optimization,A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
Organization: ai4co
Home Page: https://rl4.co
combinatorial-optimization reinforcement-learning benchmark hydra tensordict torchrl pytorch-lightning operations-research electronic-design-automation attention-model

ashishpatel26 / amazing-collection-vehicle-routing-problem
combinatorial-optimization,Amazing Collection Vehicle Routing Problem
User: ashishpatel26
vrptw cvrp genetic-algorithm vehicle-routing-problem iterated-local-search guided-local-search time-windows metaheuristics local-search integer-programming

chaitjo / graph-convnet-tsp
combinatorial-optimization,Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)
User: chaitjo
Home Page: https://arxiv.org/abs/1906.01227
deep-learning combinatorial-optimization travelling-salesman-problem pytorch geometric-deep-learning graph-neural-networks

chaitjo / learning-paradigms-for-tsp
combinatorial-optimization,Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)
User: chaitjo
Home Page: https://arxiv.org/abs/1910.07210
deep-learning combinatorial-optimization travelling-salesman-problem pytorch geometric-deep-learning graph-neural-networks

chaitjo / learning-tsp
combinatorial-optimization,Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
User: chaitjo
Home Page: https://arxiv.org/abs/2006.07054
deep-learning graph-neural-networks combinatorial-optimization tsp travelling-salesman-problem pytorch graph-representation-learning transformers

chenmingxiang110 / tsp_solver
combinatorial-optimization,Solving tsp (travel sales problem) using ruin & recreate method.
User: chenmingxiang110
vehicle-routing-problem travelling-salesman-problem combinatorial-optimization tsp vrp vrptw optimization

ciam-group / nco_code
combinatorial-optimization,L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China
Organization: ciam-group
combinatorial-optimization computational-intelligence learning-to-optimize multiobjective-optimization neural-combinatorial-optimization ml4co machine-learning-for-combinatorial-optimization rl4co

coin-or / minotaur
combinatorial-optimization,Minotaur Toolkit for Mixed-Integer Nonlinear Optimization
Organization: coin-or
Home Page: https://minotaur-solver.github.io/
optimization-algorithms combinatorial-optimization open-source nonlinear-optimization integer-optimization mixed-integer-programming

conjure-cp / conjure
combinatorial-optimization,Conjure: The Automated Constraint Modelling Tool
Organization: conjure-cp
combinatorial-optimization constraint-programming constraints modelling sat

cssartori / pdptw-instances
combinatorial-optimization,Instances for the Pickup and Delivery Problem with Time Windows (PDPTW) based on open data
User: cssartori
combinatorial-optimization logistics operations-research transportation vehicle-routing-problem

decile-team / submodlib
combinatorial-optimization,Summarize Massive Datasets using Submodular Optimization
Organization: decile-team
greedy-algorithms combinatorial-optimization submodular-optimization data-summarization submodular-functions submodular submodular-information-measures optimizers

dilsonpereira / minimum-cost-perfect-matching
combinatorial-optimization,C++ implementation of algorithms for finding perfect matchings in general graphs
User: dilsonpereira
graphs matching-algorithm edmonds-algorithm weighted-perfect-matching-algorithm combinatorial-optimization general-graphs blossom-algorithm non-bipartite-matching maximum-cardinality-matching

ds4dm / ecole
combinatorial-optimization,Extensible Combinatorial Optimization Learning Environments
Organization: ds4dm
Home Page: https://www.ecole.ai
combinatorial-optimization gym markov-decision-processes ml scip

ebrahimpichka / awesome-optimization
combinatorial-optimization,A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
User: ebrahimpichka
combinatorial-optimization convex-optimization discrete-optimization integer-linear-programming integer-programming linear-optimization linear-programming mathematical-modelling mathematical-optimization mathematical-programming operations-research optimization stochastic-optimization awesome awesome-list

ed-lam / bcp-mapf
combinatorial-optimization,BCP-MAPF – branch-and-cut-and-price for multi-agent path finding
User: ed-lam
Home Page: https://ed-lam.com
combinatorial-optimization discrete-optimization mixed-integer-programming column-generation branch-and-bound branch-and-cut-and-price shortest-path multi-agent-path-finding branch-price-and-cut

forfrt / hyper_heuristic_framework
combinatorial-optimization,A Hyper-Heuristic framework
User: forfrt
combinatorial-optimization evolutionary-algorithms hyper-heuristic meta-heuristic

google / kiwi-solver
combinatorial-optimization,Kiwi is a minimalist and extendable Constraint Programming (CP) solver.
Organization: google
solver architecture optimization satisfiability combinatorial-optimization propagators education

google / minimalloc
combinatorial-optimization,A lightweight memory allocator for hardware-accelerated machine learning
Organization: google
combinatorial-optimization compiler rectangle-packing static-analysis hardware-acceleration machine-learning memory-allocation asplos asplos23

google / network-opt
combinatorial-optimization,A library for topological network optimization
Organization: google
aaai-2022 combinatorial-optimization network-design aaai2022 electrical-circuits graph-algorithms discrete-mathematics operations-research artificial-intelligence

henry-yeh / deepaco
combinatorial-optimization,[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
User: henry-yeh
ant-colony-optimization combinatorial-optimization deep-reinforcement-learning neural-combinatorial-optimization meta-heuristic traveling-salesman-problem vehicle-routing-problem capacitated-vehicle-routing-problem graph-neural-networks neural-network

ivaniscoding / gnn-for-combinatorial-optimization
combinatorial-optimization,JAX + Flax implementation of "Combinatorial Optimization with Physics-Inspired Graph Neural Networks" by Schuetz et al.
User: ivaniscoding
combinatorial-optimization flax gnn graph-neural-networks jax optimization qubo nbdev github learn

jakobbossek / ecr2
combinatorial-optimization,ecr: Evolutionary Computation in R (version 2)
User: jakobbossek
Home Page: https://jakobbossek.github.io/ecr2/
evolutionary-algorithms optimization-framework evolutionary-strategy genetic-algorithm-framework r-package r multi-objective-optimization evolutionary-algorithm optimization metaheuristics

jeroengar / jagua-rs
combinatorial-optimization,A fast and fearless Collision Detection Engine for 2D irregular Cutting and Packing problems
User: jeroengar
bin-packing collision-detection combinatorial-optimization cutting-and-packing feasibility geometry irregular laser-cutting leather nesting no-fit-polygon optimization strip-packing

jokofa / jampr_plus
combinatorial-optimization,Large Neighborhood Search based on Neural Construction Heuristics
User: jokofa
combinatorial-optimization cvrptw graph-neural-networks ml neural-networks

juliadecisionfocusedlearning / inferopt.jl
combinatorial-optimization,Combinatorial optimization layers for machine learning pipelines
Organization: juliadecisionfocusedlearning
Home Page: https://juliadecisionfocusedlearning.github.io/InferOpt.jl/
automatic-differentiation combinatorial-optimization julia machine-learning structured-learning

luisgarciar / 3d-bin-packing
combinatorial-optimization,Solving the 3D bin packing problem with reinforcement learning
User: luisgarciar
combinatorial-optimization deep-reinforcement-learning machine-learning

mcfadd / job_shop_schedule_problem
combinatorial-optimization,Parallel Tabu Search and Genetic Algorithm for the Job Shop Schedule Problem with Sequence Dependent Set Up Times
User: mcfadd
job-scheduler job-shop-scheduling-problem job-shop-schedulling tabu-search genetic-algorithm np-hard combinatorics combinatorial-optimization python cython

mhahsler / seriation
combinatorial-optimization,Infrastructure for Ordering using Seriation - R Package
User: mhahsler
seriation cran r combinatorial-optimization ordination

paulorocosta / learning-2opt-drl
combinatorial-optimization,Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning
User: paulorocosta
tsp tsp-instances reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments reinforcement-learning-agent policy-gradient 2-opt combinatorial-optimization travelling-salesman-problem traveling-salesman deep-learning deep-neural-networks reinforce pytorch actor-critic lstm-neural-networks lstm graph graph-neural-networks

pemami4911 / sinkhorn-policy-gradient.pytorch
combinatorial-optimization,Code accompanying the paper "Learning Permutations with Sinkhorn Policy Gradient"
User: pemami4911
Home Page: https://arxiv.org/abs/1805.07010
deep-learning combinatorial-optimization permutation-algorithms reinforcement-learning contextual-bandits

prosysscience / jssenv
combinatorial-optimization,An OpenAi Gym environment for the Job Shop Scheduling problem.
Organization: prosysscience
job-shop-schedulling job-shop-scheduling-problem combinatorial-optimization deep-reinforcement-learning openai-gym reinforcement-learning reinforcement-learning-environments openai-gym-environment

queracomputing / generictensornetworks.jl
combinatorial-optimization,Generic tensor networks for solution space properties.
Organization: queracomputing
Home Page: https://queracomputing.github.io/GenericTensorNetworks.jl/dev/
combinatorial-optimization tensor-networks solution-space-property

richoux / ghost
combinatorial-optimization,General meta-Heuristic Optimization Solving Toolkit
User: richoux
Home Page: https://richoux.github.io/GHOST/
combinatorial-optimization constraint-programming constraint-satisfaction-problem constraints framework library optimization solver toolkit

rigetti / gym-forest
combinatorial-optimization,Reinforcement learning environment for the classical synthesis of quantum programs.
Organization: rigetti
combinatorial-optimization quantum-programs reinforcement-learning

royalskye / routing-mvmoe
combinatorial-optimization,[ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"
User: royalskye
Home Page: https://openreview.net/forum?id=lsQnneYa8p
combinatorial-optimization mixture-of-experts vehicle-routing-problem foundation-models generalization learning-to-optimize neural-combinatorial-optimization zero-shot-learning

semibran / pack
combinatorial-optimization,:package: greedy rectangle packing algorithm
User: semibran
Home Page: https://semibran.github.io/pack
rectangle-packing bin-packing combinatorial-optimization

snowberryfield / printemps
combinatorial-optimization,C++ metaheuristics modeler/solver for general integer optimization problems.
User: snowberryfield
Home Page: https://snowberryfield.github.io/printemps/
combinatorial-optimization integer-programming metaheuristics optimization tabu-search

systemaccounting / mxfactorial
combinatorial-optimization,a payment application intended for deployment by the united states treasury that replaces banking with accounting
Organization: systemaccounting
Home Page: https://www.systemaccounting.org
capital game-theory fintech bivector combinatorial-optimization economics combinatorial-game finance price-discovery mathematical-physics

tensorbfs / tropicaltensors.jl
combinatorial-optimization,Tropical tensor network for spin glasses
Organization: tensorbfs
tropical-semiring tensor-network combinatorial-optimization

thinklab-sjtu / awesome-ml4co
combinatorial-optimization,Awesome machine learning for combinatorial optimization papers.
Organization: thinklab-sjtu
machine-learning combinatorial-optimization operations-research paper-list

thinklab-sjtu / pygmtools
combinatorial-optimization,A Python Graph Matching Toolkit.
Organization: thinklab-sjtu
Home Page: https://pygmtools.readthedocs.io/
combinatorial-optimization deep-learning graph-matching python-library

thinklab-sjtu / t2tco
combinatorial-optimization,[NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization
Organization: thinklab-sjtu
combinatorial-optimization diffusion generative-model graph machine-learning

thinklab-sjtu / thinkmatch
combinatorial-optimization,A research protocol for deep graph matching.
Organization: thinklab-sjtu
Home Page: https://thinkmatch.readthedocs.io/
graph-matching neural-graph-matching quadratic-assignment-problem combinatorial-optimization

tomdbar / eco-dqn
combinatorial-optimization,Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".
User: tomdbar
Home Page: https://arxiv.org/abs/1909.04063
reinforcement-learning combinatorial-optimization pytorch publication-code

trevphil / cryptosym
combinatorial-optimization,SAT-based, MILP, and belief propagation preimage attacks on SHA-256 and other cryptographic hash functions
User: trevphil
sha256 cryptography optimization machine-learning combinatorial-optimization

weiran-aitech / shift_schedule
combinatorial-optimization,Modelling 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+运筹学)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
User: weiran-aitech
combinatorial-optimization constraint-programming operations-research or-tools python3 scheduling-algorithms

willtl / heurisko
combinatorial-optimization,C++ lib to perform continuous and combinatorial optimization metaheuristics with parallelism support.
User: willtl
optimization combinatorial-optimization continuous-optimization scheduling global-optimization task-assignment vehicle-routing