v1.0.0

1.0.0 (2024-08-05)

Features

• add check (#145) (ba65d21)
• add log loss property for classification models (#131) (d744235)
• add regression line to residuals metric (#111) (c2f5437)
• added CHI2 drift to float columns when cardinality < 15 (#121) (62f3852)
• added field type in drift return, removes threshold of 15 for numerical vatriables (#141) (b08e97d)
• added field type inside drift data (#142) (a19cd20)
• added new log loss metric for binary - current and reference (#129) (52fe9a7)
• added PSI drift method to int columns (#114) (07746f5)
• added regression line calculation (#109) (c5511ed)
• align demo data (#136) (039960b)
• api: add field type as column definition property (#133) (92342b9)
• api: add update model features API (#143) (80875c2)
• api: bump libraries and fix log (#139) (1bd820d)
• changed indexing method, removed job tests (#126) (a2aa7c5)
• improve chi2 (#128) (ce76c86)
• new field_type added, fixed all tests accordingly (#140) (dd6e85b)
• new PSI value, chi2 new method fixed (#134) (d59f33c)
• refactor jobs to test output (#120) (67e94e9)
• sdk: added update model features (#146) (f439c17)
• sdk: improved column definition class (#138) (d126e15)
• ui: add grafana faro on UI (#149) (eb440ec)
• ui: add logLoss to modelQuality binary (#135) (c9d407a)
• ui: add PSI label (#137) (3c5e0a6)
• ui: Edit fieldType in Overview -> variables section (#147) (3f228b2)
• ui: improve regression section and add residuals charts (#118) (ffa9947)
• ui: refactor drift section with field type (#148) (433f8bd)
• ui: remove counterLabel and hide element in header (#123) (c3a744c)
• ui: update label and add legend on chart (#127) (762e1ac)
• ui: use step 3 to select targets,features and predictions (#130) (7eeedae)

Bug Fixes

• add schema in postgres (#122) (e8e143c)
• added psi to enum drift dto (#124) (e601c2d)
• edit regression line structure in model quality dto (#117) (bf9d612)
• finished refactoring for withcolumn prefix (#132) (48c1730)
• return value for regression line casted to float (#115) (d5d862d)
• return values for regression line changed from points to coefficients (#116) (e475478)
• sdk: fix documentation typos (#125) (92ade35)
• ui: fix regression resize chart (#119) (43fc389)