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Mapper algorithm using dbscan #6

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schnirz opened this issue Oct 7, 2019 · 1 comment
Open

Mapper algorithm using dbscan #6

schnirz opened this issue Oct 7, 2019 · 1 comment

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@schnirz
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schnirz commented Oct 7, 2019

The dbscan algorithm is a nice candidate for the clustering algorithm used in Mapper, as it doesn't require an a priori specification of the number of clusters or additional computational steps like elbow detection. An implementation of dbscan in Julia already exists (http://juliastats.github.io/Clustering.jl/stable/dbscan.html), so using dbscan in Mapper should be rather straightforward.
Thoughts?

@wildart
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wildart commented Oct 10, 2019

Good idea. I need to refactor interface to skip the optimal clustering selection step for clustering methods that doesn't rely on it.

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