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I'm wondering if the output of G = graphtools.Graph(X,decay=None)
is working as intended.
My impression was that with decay=None
, a kNN graph would be created.
However, inspection of G.K
reveals that the kernel matrix is still weighted - some edge weights are 1, other 0.5.
Is this the intended behavior? It probably arises from the symmetrization of neighbors that are not mutual.
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