tempor.methods.preprocessing.imputation package¶

Subpackages¶

tempor.methods.preprocessing.imputation.static package
- Submodules
  - tempor.methods.preprocessing.imputation.static.plugin_static_tabular_imputer module
    - tempor.methods.preprocessing.imputation.static.plugin_static_tabular_imputer.StaticTabularImputerParams
    - tempor.methods.preprocessing.imputation.static.plugin_static_tabular_imputer.StaticTabularImputer
- Module contents
tempor.methods.preprocessing.imputation.temporal package
- Submodules
- Module contents

Submodules¶

tempor.methods.preprocessing.imputation.hyperimpute_utils module
- tempor.methods.preprocessing.imputation.hyperimpute_utils.monkeypatch_hyperimpute_logger

Module contents¶

Imputation methods.

class tempor.methods.preprocessing.imputation.BaseImputer(**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.