Releases
v0.73.0
v0.73.0 Apr. 11, 2023
Enhancements
Allowed InvalidTargetDataCheck
to return a DROP_ROWS
DataCheckActionOption
#4116
Implemented prediction intervals for non-time series native pipelines using the naïve method #4127
Changes
Removed unnecessary logic from imputer components prior to nullable type handling #4038 , #4043
Added calls to _handle_nullable_types
in component fit, transform, and predict methods when needed #4046 , #4043
Removed existing nullable type handling across AutoMLSearch to just use new handling #4085 , #4043
Handled nullable type incompatibility in Decomposer
#4105 , :pr:`4043
Removed nullable type incompatibility handling for ARIMA and ExponentialSmoothingRegressor #4129
Changed the default value for null_strategy
in InvalidTargetDataCheck
to drop
#4131
Pinned sktime version to 0.17.0 for nullable types support #4137
Testing Changes
Fixed installation of prophet for linux nightly tests #4114
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