A system 2 compiler for language models.
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Updated
May 31, 2024 - TypeScript
A system 2 compiler for language models.
Rigourous evaluation of LLM-synthesized code - NeurIPS 2023
A Hybrid between Grammar-Guided and Strongly-Typed Genetic Programming in Python
The Abstraction and Reasoning Corpus
An inductive logic programming system
This is the official repo for the paper "LLM-SR: Scientific Equation Discovery via Programming with Large Language Models"
C. Hocquette, A. Niskanen, R. Morel, M. Järvisalo, and A. Cropper, Learning big logical rules by joining small rules, IJCAI, 2024.
APE (Automated Pipeline Explorer)
FPGA synthesis tool powered by program synthesis
Towards AI-Assisted Synthesis of Verified Dafny Methods
A retargetable and extensible synthesis-based compiler for modern hardware architectures
A Dataset of Python Challenges for AI Research
Synthesizing Libraries of Programs with Auxiliary Functions
Open Source Book for Program Synthesis in Bengali Language
cobbler: The Component-Based Refactoring Synthesizer
EvoEval: Evolving Coding Benchmarks via LLM
Code and Data artifact for NeurIPS 2023 paper - "Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context". `multispy` is a lsp client library in Python intended to be used to build applications around language servers.
Microsoft Program Synthesis using Examples SDK is a framework of technologies for the automatic generation of programs from input-output examples. This repo includes samples and sample data for the Microsoft Program Synthesis using Example SDK.
A Python framework for program synthesis with a focus on Automated Machine Learning.
A Gymnasium-based Environment of the Abstraction and Reasoning Corpus (ARC)
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