Just-Curieous/Curie

Built on LLM agents with integrated verification modules, Curie automates the full experimental lifecycle—from hypothesis formulation through execution to result interpretation—while enforcing methodological rigor and reproducibility. It supports arbitrary user datasets and starter code, enabling applications across ML engineering, system analysis, and scientific discovery. The framework generates comprehensive experiment reports and reproducible scripts automatically, with Docker containerization for isolated execution environments.

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