fraware / leanverifierLinks
Framework for specifying and proving properties—such as robustness, fairness, and interpretability—of machine learning models using Lean 4.
☆72Updated 4 months ago
Alternatives and similar repositories for leanverifier
Users that are interested in leanverifier are comparing it to the libraries listed below
Sorting:
- a categorical deep learning compiler☆205Updated 2 months ago
- Rewriting Principia Mathematica in Lean☆136Updated 2 months ago
- Copies of prolog solvers for use from python☆19Updated last year
- A MCP server for symbolic manipulation of mathematical expressions☆43Updated 5 months ago
- A tiny autograd engine with a Jax-like API☆74Updated 4 months ago
- Rust bindings to GAP (Groups, Algorithms, Programming)☆29Updated 2 years ago
- A Low Barrier Proof Assistant☆142Updated this week
- A probabilistic approximate DNF counter☆37Updated this week
- ☆68Updated last month
- Proof of thought : LLM-based reasoning using Z3 theorem proving with multiple backend support (SMT2 and JSON DSL)☆357Updated last month
- ☆52Updated last year
- A package for defining deep learning models using categorical algebraic expressions.☆61Updated last year
- [Archived] A scalable differentiable probabilistic Datalog engine, with Rust☆73Updated 3 years ago
- ☆53Updated 3 months ago
- Formalizing stochastic doubly-efficient debate☆112Updated last year
- Brzozowski derivative python sketch☆85Updated 8 months ago
- How to read Lean☆21Updated 10 months ago
- ☆108Updated last year
- LeanUniverse: A Library for Consistent and Scalable Lean4 Dataset Management☆75Updated 10 months ago
- Tensor library & inference framework for machine learning☆113Updated 2 months ago
- Translate Python code to Coq code for formal verification. Applied to the reference implementation of Ethereum in Python.☆40Updated last year
- Bayesian Optimization as a Coverage Tool for Evaluating LLMs. Accurate evaluation (benchmarking) that's 10 times faster with just a few l…☆286Updated 2 months ago
- A repository of mathematical knowledge written in the Mathlingua language.☆17Updated last year
- Hitchhiker's Guide to Logical Verification (2023 Edition)☆112Updated 2 years ago
- Reproduction Package for the paper "Type-Constrained Code Generation with Language Models" [PLDI 2025]☆79Updated 5 months ago
- Materials for the course "theorem prover lab: applications in programming languages" at KIT, SS2022 edition☆20Updated 3 years ago
- Pytorch script hot swap: Change code without unloading your LLM from VRAM☆125Updated 7 months ago
- LLM verified with Monte Carlo Tree Search☆283Updated 8 months ago
- time to learn mlx☆40Updated 2 months ago
- The Quasi Quantum Assembly Programming Language☆36Updated 2 weeks ago