yohou.compose¶
Composition classes for combining forecasters and transformers into complex workflows.
Transformers¶
| Name | Description |
|---|---|
ColumnTransformer |
Applies transformers to columns of a polars DataFrame. |
FeaturePipeline |
A sequence of time series transformers. |
FeatureUnion |
Concatenates results of multiple transformer objects. |
Forecasters¶
| Name | Description |
|---|---|
DecompositionPipeline |
Meta-forecaster that decomposes time series into sequential components. |
ColumnForecaster |
Applies different forecasters to different column subsets. |
ForecastedFeatureForecaster |
Meta-forecaster that chains feature forecasting into target forecasting. |
LocalPanelForecaster |
Fits independent forecaster clones per panel group. |