yohou.compose¶
Composition utilities for transformers and forecasters.
Classes¶
| Name | Description |
|---|---|
ColumnForecaster |
Applies different forecasters to different column subsets. |
ColumnTransformer |
Applies transformers to columns of a polars DataFrame. |
DecompositionPipeline |
Meta-forecaster that decomposes time series into sequential components. |
FeaturePipeline |
A sequence of time series transformers. |
FeatureUnion |
Concatenates results of multiple transformer objects. |
ForecastedFeatureForecaster |
Meta-forecaster that chains feature forecasting into target forecasting. |
LocalPanelForecaster |
Fits independent forecaster clones per panel group. |
PerVintageActualTransformer |
Apply a single-axis transformer to each vintage of an X_forecast frame. |