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@chukarsten chukarsten released this 11 Apr 21:22
· 180 commits to main since this release
v0.73.0
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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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