src.utils.imput.univariate_imputer

Classes

UnivariateImputer(**kwargs)

class src.utils.imput.univariate_imputer.UnivariateImputer(**kwargs)

Author:

Alberto M. Esmoris Pena

Class to compute univariate imputations.

static extract_imputer_args(spec)

Extract the arguments to initialize/instantiate an UnivariateImputer from a key-word specification.

Parameters:

spec – The key-word specification containing the arguments.

Returns:

The arguments to initialize/instantiate an UnivariateImputer.

__init__(**kwargs)

Initialize/instantiate a UnivariateImputer

Parameters:

kwargs – The attributes for the UnivariateImputer

impute(F, y=None)

The fundamental imputation logic defining the univariate imputer See Imputer

In this case, since imputation will not remove points, the y argument will be ignored, no matter what. However, in case y is given as not None, the return will be (imputed F, y) for compatibility and fluent programming. If y is None, only imputed F will be return.