iguanas.metrics.pairwise.JaccardSimilarity

class iguanas.metrics.pairwise.JaccardSimilarity(**kwargs)[source]

Computes the Jaccard similarity between columns in X.

Parameters
**kwargsdict

Any keyword arguments to be used in the sklearn pairwise_distances function.

fit(X: iguanas.utils.typing.pandas.core.frame.DataFrame) iguanas.utils.typing.pandas.core.frame.DataFrame[source]

Computes the Jaccard similarity between columns in X.

Parameters
XPandasDataFrameType

Dataframe containing binary columns.

Returns
PandasDataFrameType

Dataframe containing the pairwise Jaccard similarities.