MLSysOps/MLE-agent

🤖 MLE-Agent: Your intelligent companion for seamless AI engineering and research. 🔍 Integrate with arxiv and paper with code to provide better code/research plans 🧰 OpenAI, Anthropic, Gemini, Ollama, etc supported. :fireworks: Code RAG

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Established

MLE-Agent is an AI companion designed for machine learning engineers and researchers to streamline their workflows. It takes your project requirements and automatically generates code, builds ML models, debugs issues, and even helps compete in Kaggle challenges. This tool is ideal for anyone looking to accelerate their AI development cycle, from prototyping to reporting.

1,524 stars. No commits in the last 6 months. Available on PyPI.

Use this if you are a machine learning engineer or researcher who wants an AI assistant to autonomously build ML baselines, complete end-to-end ML tasks, or generate weekly project reports.

Not ideal if you are looking for a simple data analysis tool or a solution that requires extensive manual control over every line of code.

AI-engineering ML-research Kaggle-competitions project-prototyping workflow-automation
Stale 6m
Maintenance 2 / 25
Adoption 10 / 25
Maturity 25 / 25
Community 17 / 25

How are scores calculated?

Stars

1,524

Forks

103

Language

Python

License

MIT

Last pushed

Jul 27, 2025

Commits (30d)

0

Dependencies

22

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