cellxgene_census.experimental.ml.encoders.LabelEncoder

class cellxgene_census.experimental.ml.encoders.LabelEncoder(col: str)

Default encoder based on sklearn.preprocessing.LabelEncoder.

__init__(col: str) → None

Methods

__init__(col)
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.