Adding `pred_measure` feature - #363

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florence-bockting wants to merge 61 commits into

Commits on Jul 2, 2026

feat: add predictive performance measures as pred_measure* family
Florence Bockting
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1c5d871
feat: update print method for new pred_measure* family
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bad8062
feat: deprecate loo functions in favor of new pred_measure family
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6d404e1
tests: update tests for deprecated functions
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f5854c2
docs: add migration guide to loo package
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c42c803
docs: update documentation for new pred_measure functions and deprecated functions
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7750200
chore: update DESCRIPTION, NAMESPACE, NEWS and _pkgdown
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1926429

Commits on Jul 3, 2026

tests: add test data
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02ecbbb
tests: add unit tests for pred_measure function family
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a24fee1
fix: update elpd and fix typo in .compute_base_measure
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3a670cf
fix:update measure names in .validate_control
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439867e
docs: add vignettes for new predictive preformance measure
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883dda0
docs: add/update cross-references to vignettes
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755984d
chore: add data fitting to CI and avoid committing large data files
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b260a32
chore: add cli to Imports and lme4 to Suggests
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082d7be
fix: minor fixes
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e394c30
chore: add developer-notes
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e9f1a3a
add print method of test_pred_measure
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cf0c79b
chore: update developer-notes and add old-vs.-new API comparison
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5cb9f10
fix: small fixes to pass test checks
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562b141
Merge branch 'loo-v3.0.0' into pred_measure
florence-bockting
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023add0

Commits on Jul 4, 2026

tests: update snapshots
Florence Bockting
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8346344

Commits on Jul 6, 2026

tests: add snapshots for pred_measure_builtin
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e99aeac
refactor: add class loo to loo_pred_measure
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884df6e

Commits on Jul 7, 2026

docs: update pkg-info
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b924ac5

Commits on Jul 8, 2026

refactor: rename revert_sign arg to higher_is_better
Florence Bockting
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f64cf6c
docs: update renaming arg to higher_is_better
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441f0ea
tests: update renaming to higher_is_better
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b0015c7
chore: update renaming higher_is_better argument
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076e2c7

Commits on Jul 16, 2026

Merge branch 'loo-v3.0.0' into pred_measure
florence-bockting
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674746e

Commits on Aug 28, 2026

Commits on Aug 30, 2026

fix: computation of weights for (s)rps
Florence Bockting
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b0f94cb
fix: refactor computation of ic and mlpd
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7184cae
fix: computation of weights for (s)rps
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91f251a
tests: add tests for mlpd, ic, and updated weigts for (s)rps
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757021e
fix: check equality of log_weights from loo and psis_object
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f08afcc
fix: pass name of measures correctly
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806600b
review: add guards for potential silent failures
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0c85ba8
fix: kfold diagnostics, dims on update, reuse stored log_weights
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d0b52fa
fix: bacc pointwise path, dims after 3-D conversion, duplicate filter
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1b1d050
fix: error on group_ids until grouped summaries exist
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8c46b00
refactor: extract .lppd_from_inputs() from elpd, mlpd and ic
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e74df04
refactor: extract .acc_pointwise() from acc and bacc
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b3a7db7
refactor: extract .point_error_from_inputs() from mae and mse
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12133b8
refactor: read the source from the attribute, reuse .measure_estimate_se()
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bd67f6a
refactor: print the Pareto k table with pareto_k_table()
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ef914d8
refactor: remove dead code and correct the .compute_measure() roxygen
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f79c4f8

Commits on Aug 31, 2026

fix: label rps as a loss and srps as a utility in .measure_spec
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4882727
docs: correct the ic, mse/rmse/r2 and CRPS reference entries
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ffa1786
docs: correct the acc and bacc definitions in overview-measures
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fa95ff7
docs: document the PWM estimator that the crps and scrps code uses
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29072e6
docs: state that rps and srps take draws, not class probabilities
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294f87a
docs: correct the measure keywords and the weighted path in overview-measures
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8a9a8e2
docs: fit the workflow vignette's models in the article
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6db2531
docs: correct the pred-measure-workflow object and measure tables
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f0715be
docs: state the Pareto-k threshold as sample-size dependent
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7ffedf6
docs: drop the devtools and dplyr dependencies from the articles
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4dd743c
tests: shrink the pred_measure fixtures to fit the CRAN limit
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0a3ecbb
tests: fix the normalized-log-weights test reading a missing field
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919b29b
tests: drop two fixture fields that nothing reads
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b5952b7