PL-ML / metal
Metal: Learning a Meta-Solver for Syntax-Guided Program Synthesis
☆15Updated 6 years ago
Alternatives and similar repositories for metal:
Users that are interested in metal are comparing it to the libraries listed below
- NeuroCore: Guiding CDCL with Unsat-Core Predictions☆44Updated 5 years ago
- ☆11Updated 3 years ago
- Code2Inv: Learning Loop Invariants for Program Verification☆89Updated 4 years ago
- ☆18Updated 3 years ago
- A fast and certifying solver for quantified Boolean formulas.☆26Updated 9 months ago
- MachSMT: An ML-Driven Algorithm Selection tool for SMT Solvers☆20Updated last year
- Open source release from our ICLR 2020 paper, CLN2INV: Learning Loop Invariants with Continuous Logic Networks.☆21Updated 4 years ago
- A set of basic tools for manipulating SyGuS benchmarks☆22Updated last year
- LinearArbitrary-SeaHorn is a CHC solver for LLVM-based languages.☆21Updated last year
- G2SAT: Learning to Generate SAT Formulas☆48Updated 4 years ago
- Probabilistic Type Inference using Graph Neural Networks☆48Updated 2 years ago
- Euphony: a probabilistic model-guided program synthesizer☆25Updated 2 years ago
- Code for the NeurIPS 2020 paper Efficient Exact Verification of Binarized Neural Networks☆13Updated 2 years ago
- A Python API for the MiniSat and MiniCard constraint solvers.☆19Updated last year
- Code related to "Learning Continuous Semantic Representations of Symbolic Expressions" project.☆35Updated 8 years ago
- DepQBF, a solver for quantified boolean formulae (QBF).☆34Updated last year
- ☆15Updated last year
- Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis☆38Updated last year
- The Charon tool for analyzing neural network robustness☆13Updated 4 years ago
- An curated list of papers on program synthesis.☆68Updated 5 years ago
- Benchmarks for SyGuS Competition (SyGuS-Comp)☆38Updated last year
- Learning local search heuristics for Boolean satisfiability☆37Updated 9 months ago
- PDP: A General Neural Framework for Learning Constraint Satisfaction Solvers☆40Updated last year
- Source code for GpuShareSat, a library for SAT solvers to use the GPU for clause sharing between CPU threads.☆32Updated 3 years ago
- PyTorch implementation of NeuroSAT☆28Updated last year
- PyTorch implementation for the Deep Symbolic Simplification Without Human Knowledge☆14Updated 3 years ago
- Official repository for paper "Goal-Aware Neural SAT Solver"☆15Updated last year
- HOUDINI: Lifelong Learning as Program Synthesis☆48Updated 4 years ago
- A framework to ease parallelization of sequential SAT solvers☆15Updated 3 months ago
- Interview questions for Computer Science faculty jobs☆40Updated 11 months ago