featuretools.computational_backends.replace_inf_values

featuretools.computational_backends.replace_inf_values(feature_matrix, replacement_value=nan, columns=None)

Replace all np.inf values in a feature matrix with the specified replacement value.

Parameters

• feature_matrix (DataFrame) – DataFrame whose columns are feature names and rows are instances

• replacement_value (int, float, str, optional) – Value with which np.inf values will be replaced

• columns (list[str], optional) – A list specifying which columns should have values replaced. If None, values will be replaced for all columns.

Returns

feature_matrix

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