stoclust

Logo

Clustering algorithms using stochastic analysis and ensemble techniques.

dendrogram

  ↳ visualization

dendrogram(hier, line=None, layout=None, show_progress=False, **kwargs)

Generates a dendrogram of a hierarchical clustering scheme. Uses Plotly Shapes to draw the dendrogram and a scatter plot to highlight clusters at their branching points. Returns a Plotly Figure.

Additional Arguments

Arguments   Type Description
hier   Hierarchy A Hierarchy which is to be plotted as a dendrogram.
line Keyword dict Formatting information for the Plotly line shape. If an attribute is given as a single string or float, will be applied to all lines. If as an array of length hier.clusters.size, will be applied separately to the lines immediately beneath each cluster.
layout Keyword dict Updates values for the Plotly Figure layout.
show_progress Keyword bool Whether to show a tqdm progress bar as the dendrogram is generated.
**kwargs Further keyword arguments   Keyword arguments for the Plotly Scatter trace. If an attribute is given as a single string or float, will be applied to all branch points. If as an array of length hier.clusters.size, will be applied separately to each cluster’s branch point.