Python Lean Projects

parsel

7 375 0.0 Python

Code for Parsel 🐍 - generate complex programs with language models (by ezelikman)
LeanDojoChatGPT

2 98 5.3 Python

ChatGPT plugin for theorem proving in Lean

Project mention: 'A-Team' of Math Proves a Critical Link Between Addition and Sets | news.ycombinator.com | 2023-12-08

Check out this paper:
https://leandojo.org/
People have already trained models to assist suggestion tactics. They then linked it up to ChatGPT to interactively solve proofs.
In this scenario, ChatGPT asks the model for tactic suggestions, applies it to the proof and uses the feedback from Lean to then proceed with the next step.
FYI, The programmatic interface to Lean was written by an OpenAI employee who was on the Lean team a few years ago.
Also, check out Lean’s roadmap. They aspire to position Lean to becoming a target for LLMs because it has been designed for verification from the ground up.
As math and compsci nerds contribute to mathlib, all of those proofs are also building up a huge corpus that will likely be leveraged for both verification and optimization.
If AI can make verification a lot easier, then we’re likely going to see verification change programming similarly to the way it changed electronics.

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).