Release v0.73.0.

[chukarsten]

v0.73.0 Apr. 10, 2023

Enhancements

• Allowed InvalidTargetDataCheck to return a DROP_ROWS DataCheckActionOption Allow dropping rows for InvalidTargetDataCheck #4116
• Implemented prediction intervals for non-time series native pipelines using the naïve method Naive prediction intervals #4127

Changes

• Removed unnecessary logic from imputer components prior to nullable type handling Refactor imputer components to remove unnecessary logic  #4038, Component specific nullable types handling across EvalML #4043
• Added calls to _handle_nullable_types in component fit, transform, and predict methods when needed Use nullable type handling in components' fit, transform, and predict methods #4046, Component specific nullable types handling across EvalML #4043
• Removed existing nullable type handling across AutoMLSearch to just use new handling Remove other nullable handling across AutoMLSearch #4085, Component specific nullable types handling across EvalML #4043
• Handled nullable type incompatibility in Decomposer Handle decomposer incompatibility #4105, :pr:`4043
• Removed nullable type incompatibility handling for ARIMA and ExponentialSmoothingRegressor Remove nullable type handling for ARIMA and Exponential Smoothing #4129
• Changed the default value for null_strategy in InvalidTargetDataCheck to drop Change default action for invalid target data check #4131

Testing Changes

• Fixed installation of prophet for linux nightly tests Fix linux prophet and automl nightlies #4114

[codecov]

Codecov Report

Merging #4122 (04bfe94) into main (b119ad3) will not change coverage.
The diff coverage is 100.0%.

@@          Coverage Diff          @@
##            main   #4122   +/-   ##
=====================================
  Coverage   99.7%   99.7%           
=====================================
  Files        349     349           
  Lines      37770   37770           
=====================================
  Hits       37653   37653           
  Misses       117     117           

Impacted Files	Coverage Δ
evalml/__init__.py	100.0% <100.0%> (ø)

Help us with your feedback. Take ten seconds to tell us how you rate us. Have a feature suggestion? Share it here.