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  1. ultramarin-feature-composition ultramarin-feature-composition Public

    Count Each Idea Once: robust composites from clusters of correlated alpha-signal variants (Berkeley MFE x Ultramarin, 2026). Package, tests, report and deck.

    Python

  2. zetamac-learning-curve zetamac-learning-curve Public

    Fitting the learning curve of 359 Zetamac games: level, noise, and when the next point stops being worth it. Python, one reproducible script.

    Python