pyproteonet.imputation.fancyimpute.generic_fancy_impute

pyproteonet.imputation.fancyimpute.generic_fancy_impute(dataset: Dataset, molecule: str, column: str, imputer: Solver, result_column: str | None = None, **kwargs) → Series

Apply a generic fancyimpute function to impute missing values in a dataset.

Parameters:

• dataset (Dataset) – Input dataset.

• molecule (str) – Molecule type to impute.

• column (str) – Name of value column to impute.

• imputer (Solver) – Name of fancyimpute solver to use.

• result_column (Optional[str], optional) – Value column to store imputed values in. Defaults to None.

Returns:

imputed values

Return type:

pd.Series