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Tier A

polis-community/red-dwarf — open-source Python reproduction of the Pol.is math pipeline

Pol.is community · GitHub · polis-community/red-dwarf (MPL-2.0)
tlte-cite:polis-red-dwarf-mpl
Editorial gloss

Permissively-licensed (MPL-2.0) Python reference implementation of the Pol.is statement-priority + PCA + k-means pipeline, maintained by the Pol.is community explicitly so the methodology can be reproduced and audited outside the original AGPL-licensed Clojure stack (pol-is/polisMath). Karuthu Vellam's TypeScript implementation tracks the math documented here; the math_version field on each reading allows independent verification against red-dwarf.

Dossier tags
  • karuthu vellam

Citation IDs in the tlte-cite: namespace are append-only and permanent. They can be quoted from any dossier, the Velicham assistant, or external scholarship. The canonical resolver lives atdocs.tlte.cloud/cite/<slug>.

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