iguanas.metrics.pairwise
.CosineSimilarity¶
- class iguanas.metrics.pairwise.CosineSimilarity(**kwargs)[source]¶
Computes the cosine similarity between columns in X.
- Parameters
- **kwargsdict
Any keyword arguments to be used in the sklearn cosine_similarity function.
- fit(X: iguanas.utils.typing.pandas.core.frame.DataFrame) iguanas.utils.typing.pandas.core.frame.DataFrame [source]¶
Computes the cosine similarity between columns in X.
- Parameters
- XPandasDataFrameType
Dataframe containing binary columns.
- Returns
- PandasDataFrameType
Dataframe containing the pairwise cosine similarities.