zhaoyu-li / G4SATBench
[TMLR 2024] G4SATBench: Benchmarking and Advancing SAT Solving with Graph Neural Networks
☆35Updated 8 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☆27Updated last year
- [NeurIPS 2022] "NSNet: A General Neural Probabilistic Framework for Satisfiability Problems"☆18Updated last year
- Learning local search heuristics for Boolean satisfiability☆37Updated 8 months ago
- NeuroCore: Guiding CDCL with Unsat-Core Predictions☆44Updated 4 years ago
- G2SAT: Learning to Generate SAT Formulas☆48Updated 4 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☆53Updated 4 years ago
- Official Repository for the ICLR 2022 paper "Generalization of Neural Combinatorial Solvers through the Lens of Adversarial Robustness"☆14Updated 2 years ago
- ☆10Updated last year
- A Simple CDCL Solver☆28Updated last year
- Official repository for paper "Goal-Aware Neural SAT Solver"☆15Updated last year
- Implementation of local search-based algorithms for solving SAT and Max-SAT in Python☆13Updated 4 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
- BandMaxSAT: Multi-armed Bandit for the Local Search MaxSAT Solver☆11Updated last year
- A Python API for the MiniSat and MiniCard constraint solvers.☆19Updated last year
- ☆43Updated last year
- Parallel SAT solver that won the SAT Competition 2022 by a large margin (24% faster than the 2nd ranked solver)☆22Updated 2 years ago
- Bit-bLAsting solving Non-linear integer constraints.☆20Updated 6 months ago
- Official code for paper: INT: An Inequality Benchmark for Evaluating Generalization in Theorem Proving☆37Updated 2 years ago
- Official implementation of Teaching Temporal Logics to Neural Networks (https://arxiv.org/abs/2003.04218)☆31Updated 2 years ago
- Experimentation framework for Popper☆21Updated 8 months ago
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆29Updated 3 months ago
- NeuroSAT: Learning a SAT Solver from Single-Bit Supervision☆273Updated 5 years ago
- PyTorch implementation for the Deep Symbolic Simplification Without Human Knowledge☆14Updated 3 years ago
- Clover: Closed-Loop Verifiable Code Generation☆29Updated 7 months ago
- Collection of resources for research concerning Machine Learning and Formal Methods.☆79Updated 3 years ago
- ☆24Updated 4 years ago
- Random Generator of Btor2 Files☆9Updated last year
- A curated list of papers related to program synthesis, program induction, program execution, program and code repair, and programmatic re…☆157Updated 3 years ago
- Metal: Learning a Meta-Solver for Syntax-Guided Program Synthesis☆15Updated 5 years ago