NVIDIA / GraphQSat
Using GNN and DQN to find a baetter branching heuristic for a CDCL Solver
☆52Updated 4 years ago
Alternatives and similar repositories for GraphQSat:
Users that are interested in GraphQSat are comparing it to the libraries listed below
- Learning local search heuristics for Boolean satisfiability☆37Updated 11 months ago
- PyTorch implementation of NeuroSAT☆28Updated last year
- G2SAT: Learning to Generate SAT Formulas☆50Updated 4 years ago
- [NeurIPS 2022] "NSNet: A General Neural Probabilistic Framework for Satisfiability Problems"☆18Updated 2 years ago
- PDP: A General Neural Framework for Learning Constraint Satisfaction Solvers☆41Updated last year
- NeuroCore: Guiding CDCL with Unsat-Core Predictions☆45Updated 5 years ago
- propositional satisfiability problem (SAT) goes neural and deep☆12Updated 3 years ago
- NLocalSAT; Boosting Local Search with Solution Prediction☆18Updated last year
- Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search☆155Updated 7 months ago
- "Do We Need Anisotropic Graph Neural Networks?" at ICLR 2022☆32Updated 3 years ago
- [TMLR 2024] G4SATBench: Benchmarking and Advancing SAT Solving with Graph Neural Networks☆34Updated 10 months ago
- ☆10Updated 2 years ago
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆49Updated 2 years ago
- A benchmarking suite for maximum independent set solvers.☆50Updated last year
- [ICML 2019] Circuit-GNN: Graph Neural Networks for Distributed Circuit Design http://circuit-gnn.csail.mit.edu/☆104Updated last year
- A graph neural network tailored to directed acyclic graphs that outperforms conventional GNNs by leveraging the partial order as strong i…☆128Updated 11 months ago
- Official repository for paper "Goal-Aware Neural SAT Solver"☆15Updated last year
- D-VAE: A Variational Autoencoder for Directed Acyclic Graphs, NeurIPS 2019☆138Updated 4 years ago
- LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models☆22Updated 2 years ago
- Official Repository for the ICLR 2022 paper "Generalization of Neural Combinatorial Solvers through the Lens of Adversarial Robustness"☆14Updated 2 years ago
- Problems and Results of IWLS 2023 Programming Contest☆17Updated last year
- PyTorch implementation for the Deep Symbolic Simplification Without Human Knowledge☆14Updated 4 years ago
- [NeurIPS 2023] Implementation of "Transformers over Directed Acyclic Graphs"☆66Updated 9 months ago
- Simple Python interface for ABC☆23Updated last year
- ☆17Updated last year
- ☆23Updated 4 years ago
- IPC: A Graph Data Set Compiled from International Planning Competitions☆44Updated 5 years ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆26Updated 3 years ago
- Official DGL implementation of "Rethinking High-order Graph Convolutional Networks"☆33Updated 3 years ago
- ☆42Updated 2 years ago