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sktime - python toolbox for time series: advanced forecasting - probabilistic, global and hierarchical


Speaker:: Franz Kiraly

Track: PyData: PyData & Scientific Libraries Stack sktime is a widely used scikit-learn compatible library for learning with time series.

The forecasting module of sktime provides a unified, sklearn-compatible, and composable interface to the pydata/numfocus ecosystem and beyond.

This tutorial covers advanced topics in forecasting using sktime: probabilistic forecasting, and forecasting with panel data, including global forecasting and hierarchical forecasting.

A continuation of the sktime introductory tutorial at pydata [link]

Recorded at the PyConDE & PyData Berlin 2022 conference, April 11-13 2022. More details at the conference page: Twitter: Twitter:


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