InternScience/MLEvolve

Python423 stars60 forks

What it does

MLEvolve is an advanced Machine Learning Engineering system that autonomously tackles Kaggle-style competitions using Monte Carlo Graph Search and multi-agent collaboration. It has achieved top performance on the MLE-bench leaderboard with minimal runtime, showcasing its efficiency and effectiveness in ML tasks.

Star history

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Tracking

Last trending: 2026-02-21

Creator kit

Hook

Discover how MLEvolve revolutionizes ML competitions with cutting-edge techniques and outstanding performance!

Content angles

A deep dive into the architecture of MLEvolve and its innovative multi-agent collaboration.
Comparative analysis of MLEvolve's performance against other ML systems on the MLE-bench leaderboard.
Tutorial on setting up and using MLEvolve for Kaggle competitions, including tips for optimization.

Who should care

ML engineers, data scientists, and AI enthusiasts interested in automated solutions for competitions.