GH Repository · WecoAI
aideml
AIDE: an LLM agent for machine learning engineering — the research Weco grew out of. Referenced in OpenAI MLE-bench.
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pythonllmdata-sciencecode-optimizationmakedockerai-agentsautomated-machine-learningmachine-learningautonomous-agentsaiself-improving-aiautoresearchPythonagent-app
AIDE is an LLM agent for machine learning engineering from Weco AI, described as the research project the company grew out of. It is a Python repository with a Docker-based toolchain and an MIT licence, and it is referenced in OpenAI's MLE-bench.
Reach for it when you want an autonomous agent that automates machine learning engineering work rather than writing every experiment yourself.
Use it to
- Run automated machine learning engineering tasks
- Explore self-improving AI and autoresearch workflows
- Optimize code for ML experiments
- Reproduce or build on MLE-bench-referenced research
For ML engineers and researchers exploring autonomous agents
- Role
- agent-app
- Language
- Python
- Licence
- MIT
- Forks
- 227
- Open issues
- 2
- Last push
- 2026-09-03
- Latest release
- v0.1.2 · 2024-04-26
topicsllm-agentsmachine-learningautomated-machine-learningautoresearchcode-optimizationdata-science