emreyolcu / sat

Related projects ⓘ

Alternatives and complementary repositories for sat

• NVIDIA / GraphQSat
  Using GNN and DQN to find a baetter branching heuristic for a CDCL Solver
  ☆52Updated 4 years ago
• ryanzhangfan / NeuroSAT
  PyTorch implementation of NeuroSAT
  ☆26Updated last year
• JiaxuanYou / G2SAT
  G2SAT: Learning to Generate SAT Formulas
  ☆48Updated 4 years ago
• dselsam / neurocore-public
  NeuroCore: Guiding CDCL with Unsat-Core Predictions
  ☆43Updated 4 years ago
• zhaoyu-li / NSNet
  [NeurIPS 2022] "NSNet: A General Neural Probabilistic Framework for Satisfiability Problems"
  ☆19Updated last year
• johannaSommer / generalization-neural-co-solvers
  Official Repository for the ICLR 2022 paper "Generalization of Neural Combinatorial Solvers through the Lens of Adversarial Robustness"
  ☆14Updated 2 years ago
• Stalence / erdos_neu
  Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"
  ☆44Updated 2 years ago
• qcappart / learning-DD
  Implementation of the paper "Improving Optimization Bounds using Machine Learning: Decision Diagrams meet Deep Reinforcement Learning".
  ☆25Updated 4 years ago
• RomeoV / ml4co-competition
  Winner of NeurIPS 2021 student leaderboard. Self-bootstrapping bayesian optimization for SCIP configuration using GNNs.
  ☆13Updated 2 years ago
• ahottung / CVAE-Opt
  Learning a Latent Search Space for Routing Problems using Variational Autoencoders
  ☆24Updated 3 years ago
• RUNCSP / RUN-CSP
  ☆10Updated last year
• zhaoyu-li / G4SATBench
  [TMLR 2024] G4SATBench: Benchmarking and Advancing SAT Solving with Graph Neural Networks
  ☆32Updated 6 months ago
• lyeskhalil / mipGNN
  ☆21Updated 3 years ago
• alexnowakvila / QAP_pt
  ☆28Updated 4 years ago
• MaxiBoether / mis-benchmark-framework
  A benchmarking suite for maximum independent set solvers.
  ☆46Updated 9 months ago
• myxxxsquared / NLocalSAT
  NLocalSAT; Boosting Local Search with Solution Prediction
  ☆18Updated last year
• pg2455 / Hybrid-learn2branch
  Hybrid Models for Learning to Branch (NeurIPS 2020)
  ☆47Updated 3 years ago
• tomdbar / eco-dqn
  Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".
  ☆80Updated 4 years ago
• Graph-COM / CO_ProxyDesign
  The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'
  ☆15Updated 2 years ago
• aurelienbibaut / DQN_MVC
  Implementation of Learning Combinatorial Optimization Algorithms over Graphs, by Hanjun Dai et al. (2017)
  ☆32Updated 6 years ago
• martius-lab / CombOptNet
  Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}
  ☆72Updated 2 years ago
• LOGO-CUHKSZ / ASP
  ☆21Updated 9 months ago
• sungsoo-ahn / learning_what_to_defer
  ☆22Updated 3 years ago
• DIMESTeam / DIMES
  ☆39Updated 5 months ago
• idea-iitd / GCOMB
  ☆32Updated last year
• ds4dm / learn2branch-ecole
  Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)
  ☆32Updated 2 months ago
• Spider-scnu / Monte-Carlo-tree-search-for-TSP
  This is the source code for solving the Traveling Salesman Problems (TSP) using Monte Carlo tree search (MCTS).
  ☆29Updated 5 years ago
• MIRALab-USTC / L2O-G2MILP
  This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.
  ☆27Updated last month
• bwilder0 / aaai_melding_code
  Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"
  ☆27Updated 3 years ago
• ds4dm / ml4co-competition
  Machine Learning for Combinatorial Optimization - NeurIPS'21 competition
  ☆127Updated 2 years ago