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Support for unweighted kNN graphs #67

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stanleyjs opened this issue Feb 16, 2023 · 0 comments
Open

Support for unweighted kNN graphs #67

stanleyjs opened this issue Feb 16, 2023 · 0 comments

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@stanleyjs
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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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