dask_ml.impute.SimpleImputer

dask_ml.impute.SimpleImputer

class dask_ml.impute.SimpleImputer(*, missing_values=nan, strategy='mean', fill_value=None, verbose='deprecated', copy=True, add_indicator=False)

Methods

fit(X[, y])

Fit the imputer on X.

fit_transform(X[, y])

Fit to data, then transform it.

get_feature_names_out([input_features])

Get output feature names for transformation.

get_params([deep])

Get parameters for this estimator.

inverse_transform(X)

Convert the data back to the original representation.

set_params(**params)

Set the parameters of this estimator.

transform(X)

Impute all missing values in X.

__init__(*, missing_values=nan, strategy='mean', fill_value=None, verbose='deprecated', copy=True, add_indicator=False)