Code & Development · GitHub ·31 ★

MLE-STAR-Open

Unofficial, Google‑free reimplementation of MLE‑STAR: a lightweight, local‑friendly multi‑agent ML engineering pipeline that uses OpenAI‑compatible LLMs (OpenRouter/Ollama) and DuckDuckGo search to generate, debug, refine, ensemble, and submit Kaggle‑ready solutions—AutoML for tabular tasks with cod

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Details

Author
WalkingDevFlag
Category
Code & Development
Platform
GitHub
Framework
openai
Language
python
Stars
31
First indexed
2026-05-15
Last active
2025-08-26
Directory sync
2026-05-15
@WalkingDevFlag

Overview

Unofficial, Google‑free reimplementation of MLE‑STAR: a lightweight, local‑friendly multi‑agent ML engineering pipeline that uses OpenAI‑compatible LLMs (OpenRouter/Ollama) and DuckDuckGo search to generate, debug, refine, ensemble, and submit Kaggle‑ready solutions—AutoML for tabular tasks with cod

Quick start

git

git clone https://github.com/WalkingDevFlag/MLE-STAR-Open

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What MLE-STAR-Open can do

routerdatadebugllmcode
  • Router — router task automation.
  • Data — Reads, transforms, and analyses structured data.
  • Debug — debug task automation.
  • Llm — llm task automation.
  • Code — Reads and modifies code in your repository.

Frequently asked questions

What is MLE-STAR-Open?
Unofficial, Google‑free reimplementation of MLE‑STAR: a lightweight, local‑friendly multi‑agent ML engineering pipeline that uses OpenAI‑compatible LLMs (OpenRouter/Ollama) and DuckDuckGo search to generate, debug, refine, ensemble, and submit Kaggle‑ready solutions—AutoML for tabular tasks with cod
How do I install MLE-STAR-Open?
Use git: `git clone https://github.com/WalkingDevFlag/MLE-STAR-Open`. Full setup details on the source page linked above.
Is MLE-STAR-Open open source?
MLE-STAR-Open is published on GitHub.
What are alternatives to MLE-STAR-Open?
Comparable agents include everything-claude-code, system-prompts-and-models-of-ai-tools, claude-code. Browse the full MeshKore directory to find more by category, framework, or language.

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Source & freshness

Profile data for MLE-STAR-Open is sourced from GitHub, published by WalkingDevFlag.

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