v0.23.0

v0.23.0 - 2025-08-14

New Features

• Allow me to turn off or control any subsampling done within the quality report - Issue #790 by @R-Palazzo

Bugs Fixed

• Diagnostic Report should ignore sequence_index column in the DataValidity checks - Issue #731 by @fealho

v0.22.0

New Features

• Add a fairness metric that computes Equalized Odds - Issue #772 by @fealho
• Add a violin plot visualizations to compare a pair of columns - Issue #759 by @R-Palazzo

Internal

• Fix test failures with pandas 2.3 - Issue #773 by @rwedge
• Check pyproject for release candidate dependencies - Issue #770 by @rwedge

Maintenance

• Update python setup step in workflows to use latest python version - Issue #653 by @frances-h

Miscellaneous

• Add workflow to release SDMetrics on PyPI - Issue #783 by @gsheni

v0.21.0 - 2025-05-29

New Features

• Add a violin plot visualizations to compare a pair of columns - Issue #759 by @R-Palazzo

v0.20.1 - 2025-04-14

Bugs Fixed

• Importing sdmetrics crashes because of torch dependency - Issue #764 by @amontanez24

v0.20.0 - 2025-04-11

New Features

• Consolidate handling of datetime columns - Issue #741 by @frances-h
• Improve handling of datetime columns for metrics - Issue #740 by @lajohn4747
• DCR metrics should allow the possibility of constant numerical columns - Issue #739 by @lajohn4747
• Add DCRBaselineProtection metric - Issue #720
• Add DCROverfittingProtection metric - Issue #719 by @lajohn4747

Bugs Fixed

• Visualization get_column_plot crashes if I have a column of all null values - Issue #757 by @npatki
• The DCRBaselineProtection metric is not creating the correct size of random data - Issue #743 by @lajohn4747
• The DCRBaselineProtection metric is not producing the expected score - Issue #742 by @lajohn4747
• The DCRBaselineProtection metric crashes when the distance between random data and real data is 0 - Issue #738 by @npatki
• DCROverfitting and DCRBaseline metrics produce too many warnings about missing columns. - Issue #737 by @lajohn4747
• Wrong default values for the classifier parameter of the BinaryClassifierPrecisionEfficacy - Issue #734 by @R-Palazzo

Maintenance

• Upgrade pomegranate dependency to Python 3.13 - Issue #717 by @R-Palazzo

v0.19.0 - 2025-02-24

New Features

• Use metadata to validate inputs to BinaryClassifierEfficacy precision and recall metrics - Issue #727 by @R-Palazzo
• Speed up calculation of the QualityReport - Issue #718 by @R-Palazzo
• Allow subsampling when computing the ContingencySimilarity metric - Issue #716 by @R-Palazzo
• Add BinaryClassifierRecallEfficacy metric - Issue #712 by @R-Palazzo
• Add BinaryClassifierPrecisionEfficacy metric - Issue #711 by @R-Palazzo
• The ContingencySimilarity metric should be able to discretize continuous columns - Issue #700

Maintenance

• Delete conda folder - Issue #708 by @amontanez24
• Cancel previous workflow runs on a new push - Issue #705 by @R-Palazzo
• Support Python 3.13 (excluding pomegranate) - Issue #645 by @rwedge

Miscellaneous

• BNLikelihood - Issue #630

v0.18.0 - 2024-12-13

Bugs Fixed

• Missing whitespace in DisclosureProtection warning - Issue #694 by @frances-h
• DisclosureProtection should be NaN if baseline score is zero - Issue #693 by @frances-h
• CategoricalCAP metric returns 0 if no overlap in known fields - Issue #692 by @frances-h

New Features

• Add DisclosureProtectionEstimate metric - Issue #676 by @frances-h
• Add DisclosureProtection metric - Issue #675 by @frances-h

v0.17.1 - 2024-12-04

Maintenance

• Create Prepare Release workflow - Issue #674 by @amontanez24
• Update codecov and add flag for integration tests - Issue #644 by @pvk-developer

Bugs Fixed

• InterRowMSAS ignores sequences with missing values - Issue #679 by @fealho
• Improve error handling for datetime values when apply_log = True for InterRowMSAS - Issue #672 by @fealho
• Improve warning handling for non-positive values when apply_log = True for InterRowMSAS - Issue #670 by @fealho
• StatisticMSAS raises undesirable FutureWarning - Issue #665 by @fealho
• KSComplement can be unstable for constant float values - Issue #652 by @fealho

v0.17.0 - 2024-11-14

This release adds a number of Multi-Sequence Aggregate Similarity (MSAS) metrics!

Bugs Fixed

• Relocate timeseries metrics modules - Issue #661 by @fealho
• Fix SequenceLengthSimilarity docstrings - Issue #660 by @fealho
• When running Quality Report, ContingencySimilarity produces a RuntimeWarning (The values in the array are unorderable.) - Issue #656 by @R-Palazzo

New Features

• Add metric for inter-row MSAS - Issue #640 by @fealho
• Add metric for general MSAS statistics - Issue #639 by @fealho
• Add metric for sequence length similarity - Issue #638 by @fealho

v0.16.0 - 2024-09-25

This release improves the performance of the contingency_similarity metric. It also factors dtypes into the score of the TableStructure metric.

Internal

• Try to improve performance of contingency_similarity - Issue #622 by @amontanez24

New Features

• Add dtype comparison in TableStructure metric (used in Diagnostic report) - Issue #631 by @R-Palazzo