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Add Bag of Little Bootstraps - #787

Draft

mdekstrand wants to merge 33 commits into

lenskit:mainfrom

mdekstrand:feature/785-blb

Draft

Add Bag of Little Bootstraps#787
mdekstrand wants to merge 33 commits into
lenskit:mainfrom
mdekstrand:feature/785-blb

Commits on Oct 29, 2026
- blb: create test stub
  mdekstrand
  committed
  366bee2
- blb: initial attempt at implementing BLB
  mdekstrand
  committed
  a2612ae
- blb: add trace logging for diagnostics
  mdekstrand
  committed
  a06d858
- blb: use background thread to generate subsets
  mdekstrand
  committed
  c313645
- stats: add CI width utility and refactor BLB to use it
  mdekstrand
  committed
  73c032f
- blb: narrow b_factor in defaults
  mdekstrand
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  63d43be
- blb: revise testing and notebook analysis
  mdekstrand
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  afd2d99
- blb: refactor config, add but don't use BCA
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  c8394df
- blb: add bias-corrected bootstrap
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  34bbcf9
- blb: adjust defaults
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  062c860
- blb: disable CI array normal tests
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  2f09a15
- blb: try different tests and defaults
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  2916ea3
- blb: recenter bounds around estimate
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  f25450e
- blb: dial back test resource requirement
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  d52c83e
- blb: use the expanded percentile
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  2a33c89
- blb: tweak tests towards getting this working
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  43c6877
- blb: improve instrumentation and configurability
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  82764e6
- blb: refactor tests and add parametric normal test for reference
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  5e26e30
- blb: compute samples in-thread
  mdekstrand
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  adf82e3
- blb: eliminate parallel replicate logic
  mdekstrand
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  237dc7d
- blb: eliminate BCa logic
  mdekstrand
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  7126c8a
- blb: support minimum inner iterations
  mdekstrand
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  6e4459b
- blb: test with defaults
  mdekstrand
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  7f571bc
- blb: fix narrowness biases and convergence
  mdekstrand
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  2c67ee6
- blb: add additional statistic tests
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  d49a46f
- blb: expand default rel_tol
  mdekstrand
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  5d5f558
- blb: use np.resize + fix ruff lints
  mdekstrand
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  7e28d43
- blb: use threads for tests
  mdekstrand
  committed
  cbcdef4
- blb: decrease default s_windows & test passes
  mdekstrand
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  2bf69c0
- fix lint errors
  mdekstrand
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  a1ae4bf
- fix old license headers
  mdekstrand
  committed
  70c9c9c
- blb: mark BLB as experimental
  mdekstrand
  committed
  21d498a
- blb: allow BLB tests to run on GIL Python with env var
  mdekstrand
  committed
  81158bb

Commits

Commits on Oct 29, 2026