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slavabars/decision-cascade

Library

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Can I trust it?

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  • Warnings Check

    Very new: it was created 8 days ago. Wait a little before installing it.

  • Stars from real accounts No data

    We haven't checked its stars for fakes yet.

  • Active OK

    Last change 2 days ago.

  • Licence OK

    Apache-2.0: you can use it for free, also in a commercial product. Keep the licence notice.

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What it is

Local decision engine that maps a textual state to typed, calibrated outputs (Noul yes/no, Choice over options, Score on a scale) via a StateEncoder and decision heads, without token generation. Supports a cheap-to-strong model cascade, ECE and Brier calibration metrics, and…

Who it's for

Python developers building calibrated, structured decision services or model-routing pipelines that run locally

How to use it

Install

python3 -m venv .venv

From its README. Check it there before running it.

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Help me install and set up slavabars/decision-cascade in my project. Follow its README: https://github.com/slavabars/decision-cascade. Explain each step and check it is safe before running anything.

Star curve

72From 0 to 72 stars between 13 Oct 2026 and 21 Oct 2026.

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