[ENH] Density Peaks (DP) clusterer

[chrisholder]

Describe the feature or idea you want to propose

Density Peaks (DP) has been used in the TSCL literature. In a recent benchmark paper it was used: https://www.sciencedirect.com/science/article/pii/S2666827020300013. It also has a popular "fast" variant called TADPole: https://dl.acm.org/doi/10.1145/2783258.2783286

Describe your proposed solution

I propose we initially implement DP and then in the future we can look into implementing the specific pruning variant TADPole.

Describe alternatives you've considered, if relevant

No response

Additional context

No response

[tanishy7777]

Hey, @chrisholder Can I work on this? Seems like no one is working on this

[tanishy7777]

@aeon-actions-bot assign @tanishy7777

[MatthewMiddlehurst]

@tanishy7777 this is part of a current GSoC project most likely, we won't look at the PR for a while and might end up closing it if someone else takes on the project.