v0.9.0

0.9.0 (2024-07-16)

Features

• add current model quality regression (#90) (65f4f65)
• add current model quality to multiclass metrics (#71) (9cd152f)
• add data quality for regression (#78) (21d9139)
• add data quality multiclass current (#56) (ccb6b79)
• add data quality regression for reference data (#63) (92e327f)
• add latest current and reference job status to modelout (#59) (f062c1d)
• add multiclass dto for model quality of reference part (#46) (20e2d6b)
• add reference regression model quality (#81) (2ee6365)
• add regression current statistics (#72) (d873f05)
• add residuals metrics to regression demo model, edit docker compose in order to block the start of api and ui before the up&running of k3s container first (#108) (8f204d9)
• add residuals to regression dto (#106) (6a662aa)
• add statistics in current dataset for multiclass (#53) (3881f97)
• add support calculations to data quality of classification (#82) (ac26194)
• added drift for regression (#95) (460f79e)
• added job for regression model quality (#51) (9bf435a)
• added model quality metrics for current dataset for regression (#87) (6a63d26)
• added residual calculations, refactor tests (#104) (e344365)
• added residuals to regression current, fix current job for mq - regression reference (#105) (2d4c024)
• added support to binary and multiclass for predictions (#84) (bc61f93)
• edit docker compose to add init-data container (#99) (fb6a08a)
• refactoring model quality dtos (#92) (85d6a64)
• reference multiclass model quality (#49) (e0e68d2)
• spark: added data quality for current regression (#80) (7b5f6b5)
• spark: added reference statistics for regression (#55) (cdff426)
• spark: model quality and drift for current - multiclass classification (#74) (14d2cb9)
• ui: add model quality for multiclass and other improvement (#85) (e75d1ea)
• ui: add reference multiclass model quality (#69) (b505692)
• ui: add support model quality multiclass (#93) (af3ec85)
• ui: implement chart for multi classification (#68) (bfcd273)
• ui: implement regression reference current (#94) (0035b60)
• ui: regression scaffolng (#73) (26ef8f7)
• update wizard (#54) (379ee62)

Bug Fixes

• check that prediction_proba is not None before checking its type (#61) (6942317)
• define single structure for drift metrics (#67) (aed740b)
• edit model quality regression dto and data quality regression dto (#86) (c1dbcb2)
• filter NaN and None before model quality metrics (#70) (02659e7)
• return value for model quality regression to json (#91) (ed4ffd6)
• set correlation id column as optional (#88) (e9d2b99)
• set optional field of current multiclass model quality (#77) (17bed6b)
• ui: add missing template for regression modelType (#102) (1ff9332)
• ui: fix polling issue (#110) (18fdd58)
• ui: remove space (#79) (c092d14)
• update pyproject and put package (#107) (2a62b08)
• updated ks test with new phi value, fixed reference and current columns in class, fixed chi2 has_drift (#58) (5b484e4)