henchman.selection.Dendrogram.fit

Dendrogram.fit(X, pairing_func=None, max_threshes=None)

Build graphs for a given pairing function. First creates an adjacency matrix given a certain pairing function. It will then go through and build endges and graphs from those edge-vertex pairs. The graphs are all stored in order.

Parameters:

• X (pd.DataFrame) – The dataframe for which to build the Dendrogram.
• pairing_func (func) – A function which takes in two columns and returns a number.
• max_threshes (int) – The maximum number of graphs to build.