Andrea Ruggerini 7f9402b8fd

Add Holt-Winters exponential smoothing (#962) ...

* tentatively implement holt-winters-no covariates

* fix forecast method, clean class

* checking external regressors too

* update test forecast

* remove duplicated test file, re-add sarimax, search space cleanup

* Update flaml/automl/model.py

removed links. Most important one probably was: https://robjhyndman.com/hyndsight/ets-regressors/

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* prevent short series

* add docs

---------

Co-authored-by: Andrea W <a.ruggerini@ammagamma.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>

2023-04-04 17:29:54 +00:00

..

__init__.py

Extract task class from automl (#857)

2023-03-11 02:39:08 +00:00

factory.py

Extract task class from automl (#857)

2023-03-11 02:39:08 +00:00

generic_task.py

Add Holt-Winters exponential smoothing (#962)

2023-04-04 17:29:54 +00:00

task.py

Support spark dataframe as input dataset and spark models as estimators (#934)

2023-03-25 19:59:46 +00:00