Column Null-related tests - Implemented TestColumnNumberOfNulls to replace TestColumnNumberOfNullValues - Implemented TestColumnShareOfNulls to replace TestColumnNANShare
**Fixes:** - Fixed metric duplication to reduce an amount of calculations while building TestSuites (basically, now same metrics from the one test suite are not recalculated multiple times) - Implemented NAN filtering for all dashboards in way, that each column is filtered separately
0.1.55.dev0
Not secure
Updates: - added TPR, TNR, FPR, FNR Tests for Binary Classification Model Performance - Renamed status "No Group" to "Dataset-level tests" in TestSuites filtering menu
Fixes: - 207 - 265 - 256 - fixed unit tests for different versions of python and pandas
0.1.54.dev0
Not secure
**Updates:** 1. Updated the UI to let users group tests by the following properties: - All tests - By Status - By feature - By test type - By test group
2. New Tests: - Added tests for binary probabilistic classification models - Added tests for multiclass classification models - Added tests for multiclass probabilistic classification models The full list of tests will be available in the docs.
* added default configurations for Data Quality Tests * added default configurations for Data Integrity Tests * added visualisation for Data Quality Tests * added visualisation for Data Integrity Tests * Test descriptions are updated (column names are highlighted)