pyproteonet.masking.missing_values.mask_missing

pyproteonet.masking.missing_values.mask_missing(dataset: Dataset, molecule_columns: Dict[str, str]) → MaskedDataset

Creates a MaskedDataset with missing values for a the specified molecules and value columns masked.

Parameters:

• dataset (Dataset) – The dataset containing the data to be masked.

• molecule_columns (Dict[str, str]) – A dictionary mapping molecule names to value columns containing missing values used for masking.

Returns:

The masked dataset.

Return type:

MaskedDataset