Releases
v0.50.0
v0.50.0 Apr. 13, 2022
Enhancements
Added TimeSeriesImputer
component #3374
Replaced pipeline_parameters
and custom_hyperparameters
with search_parameters
in AutoMLSearch
#3373 , #3427
Added TimeSeriesRegularizer
to smooth uninferrable date ranges for time series problems #3376
Enabled ensembling as a parameter for DefaultAlgorithm
#3435 , #3444
Fixes
Fix DefaultAlgorithm
not handling Email and URL features #3419
Added test to ensure LabelEncoder
parameters preserved during AutoMLSearch
#3326
Changes
Updated DateTimeFormatDataCheck
to use woodwork's infer_frequency
function #3425
Renamed graphs.py
to visualizations.py
#3439
Documentation Changes
Updated the model understanding section of the user guide to include missing functions #3446
Rearranged the user guide model understanding page for easier navigation #3457
Breaking Changes
Renamed graphs.py
to visualizations.py
#3439
Replaced pipeline_parameters
and custom_hyperparameters
with search_parameters
in AutoMLSearch
#3373
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