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second-thought


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Author: Karthik Nambiar
Summary: Learning infrastructure for typed probabilistic decisions from any System One model: capture, calibration, uncertainty-based review, drift monitoring, and fine-tune-ready dataset export.
Latest version: 0.1.0
Required dependencies: pyarrow | pydantic | rich | typer
Optional dependencies: fastapi | httpx | laya | mypy | numpy | pytest | pytest-cov | ruff | scikit-learn | uvicorn

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