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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.
The text was updated successfully, but these errors were encountered:
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.
The text was updated successfully, but these errors were encountered: