mlb2251/stitch

This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).

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.

Formalization of Machine Learning Theory with Applications to Program Synthesis

Can Language Models Rebuild Programs From Scratch?

Code associated with the paper An AI system to help scientists write expert-level empirical software

Manipulating Python Programs

EvoSkill — An open-source framework that automatically discovers and synthesizes reusable agent skills from failed trajectories to improve coding agent performance.

[NeurIPS 2025 D&B Spotlight] Scaling Data for SWE-agents

ShinkaEvolve: Towards Open-Ended and Sample-Efficient Program Evolution 🧬