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sdv-dev
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SDMetrics
Metrics to evaluate quality and efficacy of synthetic datasets.
https://docs.sdv.dev/sdmetrics
MIT License
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Questions about CAP scores
#532
limhasic
closed
7 months ago
2
Retrieve (also) the CAP measure for each instance rather than just the overall score
#531
yleniarotalinti
opened
9 months ago
2
0.13.0 Release Notes
#530
amontanez24
closed
9 months ago
1
Support Python 3.12
#529
npatki
closed
5 months ago
0
Figures are not shown on VSCode
#528
R-Palazzo
closed
5 months ago
1
Add metadata validation
#527
R-Palazzo
closed
9 months ago
1
Add metadata validation
#526
R-Palazzo
closed
9 months ago
0
Filter out keys that cannot be statistically modeled
#525
lajohn4747
closed
9 months ago
4
`ValueError` in DiagnosticReport if synthetic data does not match metadata
#524
R-Palazzo
closed
9 months ago
3
`UserWarning: KeyError: 'relationships'` in DiagnosticReport if metadata missing relationships
#523
R-Palazzo
closed
10 months ago
1
Running single table report on multi table data (or vice versa) results in confusing error
#522
R-Palazzo
closed
10 months ago
2
Report `validate` method should be private
#521
R-Palazzo
closed
10 months ago
1
Update the synthetic data that's available for the single-table demo
#520
R-Palazzo
closed
10 months ago
1
Update `TableFormat` metric to `TableStructure` + fix its computation
#519
R-Palazzo
closed
10 months ago
2
Update `TableFormat` metric to `TableStructure` + fix its computation
#518
npatki
closed
9 months ago
0
Update the synthetic data that's available for the multi-table demo
#517
R-Palazzo
closed
10 months ago
2
Ignore on onehotencoder fixes synthetizer unknown category errors
#516
josalhor
opened
10 months ago
0
Make Binary Classification metrics more robust (`ValueError: Found unknown categories...`)
#515
npatki
opened
10 months ago
1
Upgrade pamegranate to v1
#514
josalhor
opened
10 months ago
0
Multi table Structure property visualization has incorrect styling
#513
R-Palazzo
closed
10 months ago
2
Single table Structure property should not have visualization
#512
R-Palazzo
closed
10 months ago
1
KeyUniqueness metric should only be applied to primary and alternate keys
#511
R-Palazzo
closed
10 months ago
1
Running single table report on multi table data (or vice versa) results in confusing error
#510
frances-h
closed
9 months ago
0
Check if QualityReport needs the synthetic data to match the metadata
#509
frances-h
closed
9 months ago
0
`ValueError` in DiagnosticReport if synthetic data does not match metadata
#508
frances-h
closed
9 months ago
0
Report `validate` method should be private
#507
frances-h
closed
9 months ago
0
`UserWarning: KeyError: 'relationships'` in DiagnosticReport if metadata missing relationships
#506
frances-h
closed
9 months ago
0
Multi table Structure property visualization has incorrect styling
#505
frances-h
closed
9 months ago
0
Single table Structure property should not have visualization
#504
frances-h
closed
9 months ago
0
KeyUniqueness metric should only be applied to primary and alternate keys
#503
frances-h
closed
9 months ago
0
Update the synthetic data that's available for the single-table demo
#502
npatki
closed
9 months ago
0
Update the synthetic data that's available for the multi-table demo
#501
npatki
closed
9 months ago
0
Visualize sequential data with line plot
#500
lajohn4747
closed
10 months ago
2
New Diagnostic Reports
#499
R-Palazzo
closed
9 months ago
2
Fix ReferentialIntegrity NaN handling
#498
R-Palazzo
closed
10 months ago
1
Fix: Sometimes graphs not being generated in jupyter notebook
#497
pvk-developer
closed
10 months ago
3
Update `DiagnosticReport` to calculate base correctness of synthetic data
#496
R-Palazzo
closed
10 months ago
1
Multi table quality report should handle multi-foreign keys (to same parent)
#495
R-Palazzo
closed
10 months ago
0
Fix ReferentialIntegrity NaN handling
#494
frances-h
closed
9 months ago
0
0.12.1 Release Notes
#493
rwedge
closed
10 months ago
1
Fit on training data for `MLEfficacy`
#492
fealho
closed
10 months ago
0
Multiple `FutureWarning` lines printed out when running the Quality Report (Intertable Trends property)
#491
frances-h
closed
10 months ago
1
Multiple `FutureWarning` lines printed out when running the Quality Report (Intertable Trends property)
#490
npatki
closed
10 months ago
0
Make quality reports fault tolerant on missing relationships in metadata
#489
lajohn4747
closed
10 months ago
1
Add `Relationship Validity` property
#488
R-Palazzo
closed
10 months ago
2
Change train/test during fit
#487
fealho
closed
10 months ago
1
Add `DataValidity` property
#486
R-Palazzo
closed
10 months ago
1
Don't call string replace on an empty dataframe
#485
lajohn4747
closed
10 months ago
1
Add CardinalityBoundaryAdherence metric
#484
frances-h
closed
10 months ago
1
Add `Structure` property
#483
R-Palazzo
closed
10 months ago
2
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