time_series config and tutorial + bug fixes

sb-ai-lab / LightAutoML

Fast and customizable framework for automatic ML model creation (AutoML)

Apache License 2.0

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Closed elineii closed 1 year ago

elineii commented 1 year ago

1) Add time series config

added possibility to change additional parameters for AutoTS class (e.g., algorithms used)
this is possible both in the form of providing parameters while the class initialisation, as well as in the form of changing the .yml config file

2) Add time series tutorial

added a tutorial showing the possibilities of using lightautoml for time series prediction tasks

3) Fix bug with text preset

dev-rinchin commented 1 year ago

Job fails on windows python 3.7 because of issue in joblib