AbductiveLearning / ABLkitLinks
An efficient Python toolkit for Abductive Learning (ABL), a novel paradigm that integrates machine learning and logical reasoning in a unified framework.
☆68Updated 3 weeks ago
Alternatives and similar repositories for ABLkit
Users that are interested in ABLkit are comparing it to the libraries listed below
Sorting:
- A minimal example of Abductive Learning☆14Updated last year
- An inequality benchmark for theorem proving☆16Updated last month
- Clover: Closed-Loop Verifiable Code Generation☆35Updated 2 months ago
- ☆15Updated 8 months ago
- [COLM 2024] A Survey on Deep Learning for Theorem Proving☆195Updated last month
- ☆67Updated last year
- ☆37Updated 8 months ago
- Official code for paper: INT: An Inequality Benchmark for Evaluating Generalization in Theorem Proving☆39Updated 2 years ago
- Code and Data for DeepLog system☆19Updated 2 years ago
- An inductive logic programming system☆231Updated last month
- Neurosymbolic Library☆25Updated this week
- Experimentation framework for Popper☆23Updated last year
- Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts☆21Updated last year
- An evaluation benchmark for undergraduate competition math in Lean4, Isabelle, Coq, and natural language.☆140Updated last week
- DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predi…☆247Updated 11 months ago
- https://albertqjiang.github.io/Portal-to-ISAbelle/☆56Updated last year
- NeqLIPS: a powerful Olympiad-level inequality prover☆37Updated 2 months ago
- Collection of resources for research concerning Machine Learning and Formal Methods.☆88Updated 3 years ago
- Neuro-Symbolic Hierarchical Rule Induction☆14Updated 2 years ago
- Code for the paper LeanReasoner: Boosting Complex Logical Reasoning with Lean: https://arxiv.org/pdf/2403.13312.pdf☆22Updated last year
- AI for Mathematics (AI4Math) paper list☆169Updated 9 months ago
- [TMLR 2024] G4SATBench: Benchmarking and Advancing SAT Solving with Graph Neural Networks☆35Updated last year
- DafnyBench: A Benchmark for Formal Software Verification☆41Updated 7 months ago
- A curated paper list on neural symbolic and probabilistic logic.☆128Updated last year
- [FSE-2024] Towards AI-Assisted Synthesis of Verified Dafny Methods☆48Updated last year
- AlphaVerus: Formally Verified Code Generation through Self-Improving Translation and Treefinement☆13Updated 2 months ago
- COPRA: An in-COntext PRoof Agent which uses LLMs like GPTs to prove theorems in formal languages.☆64Updated 2 months ago
- [NeurIPS'24] Grammar-Aligned Decoding: An algorithm to constrain LLMs' outputs without distorting its original distribution☆19Updated 5 months ago
- SatLM: SATisfiability-Aided Language Models using Declarative Prompting (NeurIPS 2023)☆49Updated 11 months ago
- Python package for Sentential Decision Diagrams (SDD)☆63Updated 4 months ago