sabaridsnfuji/repro-any-dimensional-invariant-universality

Fix all 6 claims via cross-check with higher-scoring reproductions: n=1e6 known-asymptotics witness, destructive controls, hundreds of trials per claim (5/6 verified, 1/6 honest partial, up from 0/6)

Fix README frontmatter tags; add real source code, scripts, and results.json (single source of truth) backing the published logbook pages

Real numerical demonstrations: standard DeepSets divergence matching exact analytic rates, cut-metric discontinuity/continuity contrast (pointwise nonlinear vs linear vs homomorphism-density), Wasserstein continuity, Gram-map rotational invariance with discrimination. 6/6 verified. No official repo exists; independent implementation from extracted paper formulas.

Update logbook: Any-dimensional Invariant Universality

initial commit