vampire.model.Vampire.fit

Vampire.fit(properties_df)

Fit VAMPIRE model to dataset.

Samples, registers, and aligns contour coordinates. PCA contour coordinates, then K-Means analysis. Hierarchical clustering determines cluster order.

Parameters:

properties_dfDataFrame

DataFrame containing contour properties and raw contours. Generated by extraction.extract_properties.

Returns:

selfvampire.model.Vampire

VAMPIRE model.