Time Series Forecasting
Building and validating forecasting models for univariate or multivariate time series data using dedicated algorithms and hierarchical forecasting.
Time Series Classification
Applying classification algorithms to time series data with a consistent API and the ability to compose models via pipelines and ensembles.
Composite Model Development
Creating complex workflows involving pipelines, ensembling, hyperparameter tuning, and task reduction for various time series learning tasks.