tempor.methods.preprocessing.scaling package¶

Subpackages¶

tempor.methods.preprocessing.scaling.static package
- Submodules
  - tempor.methods.preprocessing.scaling.static.plugin_static_minmax_scaler module
    - tempor.methods.preprocessing.scaling.static.plugin_static_minmax_scaler.StaticMinMaxScalerParams
    - tempor.methods.preprocessing.scaling.static.plugin_static_minmax_scaler.StaticMinMaxScaler
  - tempor.methods.preprocessing.scaling.static.plugin_static_standard_scaler module
    - tempor.methods.preprocessing.scaling.static.plugin_static_standard_scaler.StaticStandardScalerParams
    - tempor.methods.preprocessing.scaling.static.plugin_static_standard_scaler.StaticStandardScaler
- Module contents
tempor.methods.preprocessing.scaling.temporal package
- Submodules
  - tempor.methods.preprocessing.scaling.temporal.plugin_ts_minmax_scaler module
    - tempor.methods.preprocessing.scaling.temporal.plugin_ts_minmax_scaler.TimeSeriesMinMaxScalerParams
    - tempor.methods.preprocessing.scaling.temporal.plugin_ts_minmax_scaler.TimeSeriesMinMaxScaler
  - tempor.methods.preprocessing.scaling.temporal.plugin_ts_standard_scaler module
    - tempor.methods.preprocessing.scaling.temporal.plugin_ts_standard_scaler.TimeSeriesStandardScalerParams
    - tempor.methods.preprocessing.scaling.temporal.plugin_ts_standard_scaler.TimeSeriesStandardScaler
- Module contents

Module contents¶

Scaling methods.

class tempor.methods.preprocessing.scaling.BaseScaler(**params: Any)[source]¶

Bases: BaseTransformer

Abstract base class for all transformers.

Defines some core methods, primarily: - transform: Transforms the given data. - _transform: The implementation of the above method in the derived classes.