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Add statistical algorithms with finite-domain and exact-arithmetic tests - #4

Merged

pralav-25 merged 8 commits into

mainfrom

feat/statistical-algorithms

Sep 25, 2026

Merged

Add statistical algorithms with finite-domain and exact-arithmetic tests#4
pralav-25 merged 8 commits into
mainfrom
feat/statistical-algorithms

Commits on Sep 25, 2026
- feat: linearly interpolated sample quantiles
  pralav-25
  committed
  1ada093
- feat: lower weighted medians with exact integer weights
  pralav-25
  committed
  eda6365
- feat: shannon entropy in bits from nonnegative weights
  pralav-25
  committed
  ffea1fc
- feat: symmetric jensen-shannon divergence in bits
  pralav-25
  committed
  d66cebc
- feat: stable softmax by subtracting the maximum logit
  pralav-25
  committed
  74868a2
- feat: exact unweighted isotonic regression with pooled adjacent violators
  pralav-25
  committed
  589f20d
- feat: tie-adjusted kendall rank correlation tau-b
  pralav-25
  committed
  98b7a9c
- feat: one-pass covariance for paired numeric observations
  pralav-25
  committed
  cacf2c7