ianspektor
Re:Forecasting with Trees (2021)
on Thursday March 07, 2024 @12:22PM (#39631640)
(temporian developer here)
Here's a simplified version of the approach (i.e. performing strong feature engineering, then converting the multivariate time series data to a panel/tabular dataset and training a boosting trees model on it), using temporian (a much improved alternative to pandas for working with temporal data) and xgboost: https://temporian.readthedocs.io/en/stable/tutorials/m5_comp...