cellxgene_census.experimental.ml.encoders.BatchEncoder

class cellxgene_census.experimental.ml.encoders.BatchEncoder(cols: list[str], name: str = 'batch')

An encoder that concatenates and encodes several obs columns.

__init__(cols: list[str], name: str = 'batch')

Methods

__init__(cols[, name])
fit(obs)	Fit the encoder with obs.
inverse_transform(encoded_values)	Inverse transform the encoded values back to the original values.
transform(df)	Transform the obs pandas.DataFrame into a pandas.DataFrame of encoded values.

Attributes

classes_	Classes of the encoder.
columns	Columns in obs that the encoder will be applied to.
name	Name of the encoder.