vampire.model.Vampire.fit_transform#

Vampire.fit_transform(properties_df)[source]#

Fit VAMPIRE model to dataset and transform that dataset.

Parameters:

properties_dfDataFrame: DataFrame containing contour properties and raw contours.

Returns:

properties_dfDataFrame: DataFrame containing contour properties, raw contours, normalized contours, cluster id, and min distance from centroid.