SDMetrics
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sdv-dev
Metrics to evaluate quality and efficacy of synthetic datasets.
### Problem Description Currently, the Single Table Detection Metrics are described in the documentation website: https://docs.sdv.dev/sdmetrics/metrics/metrics-in-beta/detection-single-table But there is no mention of the Parent Child Detection Metrics that are available...
### Problem Description The current version of the parent-child detection metric works well when applied on the denormalized data with linear parent-child relationship scheme. However, we think that the process...
_Filed from a conversation on the public, SDV Slack. This is a lower priority feature request._ ### Problem Description The [single table ML Efficacy metrics](https://docs.sdv.dev/sdmetrics/metrics/metrics-in-beta/ml-efficacy-single-table) make use of different ML...
### Problem Description _As an engineer, I'd like to see the results of CI workflows quickly so that I cna make changes or merge PRs more efficiently._ Github only allows...
In #538, we improved how the report scores are printed out when the verbosity is on. However, all of our [docs](https://docs.sdv.dev/sdmetrics) still show the scores printed out with the old...
Resolve #298 CU-860pnm1b0
This is an auto-generated PR with **latest** dependency updates.
### Environment Details * SDMetrics version: 0.14.1 ### Error Description In the Quality Report, the Column Pair Trends and Intertable Trends properties both use the [ContingencySimilarity](https://docs.sdv.dev/sdmetrics/metrics/metrics-glossary/contingencysimilarity) metric to compute a...
### Problem Description - Currently, the quality report does not include an evaluation of missing values. - A user may wish to check that the number of null values in...
