SDMetrics
SDMetrics copied to clipboard
sdv-dev
Metrics to evaluate quality and efficacy of synthetic datasets.
First pull request, Romain Palazzo for issue 119. Resolves #119 Thank you for your help :)
Is there any paper to cite related to this library? I am evaluating some synthetic data for a publication so I wanted to include your contribution among the citations. Thanks...
### Problem Description Existing sequential metrics such as [LSTM Detection](https://docs.sdv.dev/sdmetrics/metrics/metrics-in-beta/detection-sequential) are designed to work only when there are `entity_columns` present -- i.e. when there are multiple sequences present in the...
To my opinion, the 2 * ( 1-max(0.5,auc) ) transformation is a normalization procedure which transforms the 0.5-to-1-lower-is-better auc metric into a 0-to-1-higher-is-better metric. I propose to move it to...
### Error Description The minimum version workflow crashes when a library points to a Github branch. The fix should allow us to run the minimum version workflow with libraries pointing...
### Problem Description _As a developer, it would be useful to get a static code analysis of our library every so often so we aren't accidently introducing known vulnerabilities._ ###...
