zhaoyu-li / G4SATBench
[TMLR 2024] G4SATBench: Benchmarking and Advancing SAT Solving with Graph Neural Networks
☆34Updated 11 months ago
Alternatives and similar repositories for G4SATBench:
Users that are interested in G4SATBench are comparing it to the libraries listed below
- PyTorch implementation of NeuroSAT☆28Updated last year
- [NeurIPS 2022] "NSNet: A General Neural Probabilistic Framework for Satisfiability Problems"☆18Updated 2 years ago
- NeuroCore: Guiding CDCL with Unsat-Core Predictions☆45Updated 5 years ago
- NLocalSAT; Boosting Local Search with Solution Prediction☆18Updated last year
- Using GNN and DQN to find a baetter branching heuristic for a CDCL Solver☆52Updated 4 years ago
- Implementation of local search-based algorithms for solving SAT and Max-SAT in Python☆13Updated 4 years ago
- A Simple CDCL Solver☆28Updated 2 years ago
- Official repository for paper "Goal-Aware Neural SAT Solver"☆15Updated last year
- A Python API for the MiniSat and MiniCard constraint solvers.☆20Updated last year
- Learning local search heuristics for Boolean satisfiability☆37Updated 11 months ago
- Bit-bLAsting solving Non-linear integer constraints.☆21Updated 9 months ago
- Parallel SAT solver that won the SAT Competition 2022 by a large margin (24% faster than the 2nd ranked solver)☆24Updated 2 years ago
- G2SAT: Learning to Generate SAT Formulas☆50Updated 4 years ago
- ☆9Updated 3 months ago
- Simple SAT solver with CDCL implemented in Python☆16Updated 2 years ago
- ☆10Updated 2 years ago
- A framework to ease parallelization of sequential SAT solvers☆17Updated 3 weeks ago
- ☆34Updated 9 months ago
- py-aiger: A python library for manipulating sequential and combinatorial circuits encoded using `and` & `inverter` gates (AIGs).☆42Updated 3 months ago
- ☆43Updated 2 years ago
- SAT solver based on CDCL in Python with Conflict Driven Clause Learning, clever Heuristics - VSIDS, 2 - Literal watch advanced data struc…☆20Updated 4 years ago
- NeqLIPS: a powerful Olympiad-level inequality prover☆29Updated this week
- DeepIC3: Guiding IC3 Algorithms by Graph Neural Network Clause Prediction (ASP-DAC 2024)☆11Updated last year
- Official code for paper: INT: An Inequality Benchmark for Evaluating Generalization in Theorem Proving☆39Updated 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
- ☆15Updated last year
- Cube-and-Conquer SAT solver☆33Updated last year
- Random Generator of Btor2 Files☆10Updated last year
- COPRA: An in-COntext PRoof Agent which uses LLMs like GPTs to prove theorems in formal languages.☆58Updated 2 weeks ago
- nl2spec: Interactively Translating Unstructured Natural Language to Temporal Logics with Large Language Models☆38Updated last year