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[ENH] Implement Density Peak Clustering Algorithm #2790

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aryanpola opened this issue May 11, 2025 · 0 comments · May be fixed by #2791
Open

[ENH] Implement Density Peak Clustering Algorithm #2790

aryanpola opened this issue May 11, 2025 · 0 comments · May be fixed by #2791
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clustering Clustering package enhancement New feature, improvement request or other non-bug code enhancement

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@aryanpola
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aryanpola commented May 11, 2025

Describe the feature or idea you want to propose

Implement the Density-based clustering algorithm, Density Peak, in a new module (density_based) in Clustering module.

Describe your proposed solution

Code References:

  1. Python DPCA: https://github.com/colinwke/dpca
  2. Java DPC implementation: https://github.com/Moonet/DensityPeakClustering

Paper References:

  1. https://bpb-us-e1.wpmucdn.com/sites.psu.edu/dist/0/64854/files/2017/03/9-2dhti48.pdf

Describe alternatives you've considered, if relevant

No response

Additional context

No response

@aryanpola aryanpola added the enhancement New feature, improvement request or other non-bug code enhancement label May 11, 2025
@aryanpola aryanpola linked a pull request May 11, 2025 that will close this issue
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@MatthewMiddlehurst MatthewMiddlehurst added the clustering Clustering package label May 14, 2025
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Labels
clustering Clustering package enhancement New feature, improvement request or other non-bug code enhancement
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