PyMinimax is a Python implementation of minimax-linkage hierarchical clustering.
pip install pyminimaxfrompyminimaximportminimaxfromscipy.spatial.distanceimportpdistfromscipy.cluster.hierarchyimportcompletedata= [[0, 0], [0, 1], [1, 0], [0, 4], [0, 3], [1, 4], [4, 0], [3, 0], [4, 1], [4, 4], [3, 4], [4, 3]]
dist=pdist(data) # flattened distance matrix computed by scipyZ_complete=complete(dist) # complete linkage resultZ_minimax=minimax(dist) # minimax linkage resultThe most important function in PyMinimax is pyminimax.minimax. Its usage is very much similar to the hierarchical clustering methods in SciPy, say scipy.cluster.hierarchy.complete. See the documentation for more details.