mx-Liu123/AgentCommander
An open-source, graph-based workflow engine for Gemini/OpenCode/Claude Code/Qwen CLI. Automate ML experiments and scientific discovery.
This tool helps machine learning engineers and researchers accelerate scientific discovery by automating the iterative process of optimizing machine learning code. You provide an initial dataset or existing training code, and the system uses AI agents to generate, debug, and refine code, interpreting multimodal feedback like plots. The output is a highly optimized machine learning model or experiment, along with a detailed history of the evolution process.
Use this if you are an ML researcher or engineer spending too much time manually iterating and debugging machine learning models, and you want to automate the trial-and-error process of code optimization and experimental design.
Not ideal if you need a simple, one-off script execution or if your workflow does not involve iterative code refinement and complex experimental orchestration.
Stars
23
Forks
—
Language
HTML
License
Apache-2.0
Category
Last pushed
Feb 23, 2026
Commits (30d)
0
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