8000 HDBSCAN Ongoing Work · Issue #26801 · scikit-learn/scikit-learn · GitHub
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Micky774 opened this issue Jul 7, 2023 · 3 comments
Open
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HDBSCAN Ongoing Work #26801

Micky774 opened this issue Jul 7, 2023 · 3 comments
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cython Moderate Anything that requires some knowledge of conventions and best practices module:cluster New Feature

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@Micky774
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Micky774 commented Jul 7, 2023 •
edited by jjerphan
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Introduction

This is a (hopefully) exhaustive list of ongoing/future work for HDBSCAN. These have all been discussed and are considered wanted, but some still require thorough investigation (especially heuristic evaluations).

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The higher priority items appear earlier in this list.
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@Micky774 Micky774 added New Feature Moderate Anything that requires some knowledge of conventions and best practices module:cluster cython labels Jul 7, 2023
@Micky774 Micky774 mentioned this issue Jul 7, 2023
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This was referenced Jul 24, 2023
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@lorentzenchr
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Has someone aligned with the devs from https://github.com/scikit-learn-contrib/hdbscan?
What is the long term path forward here? Will the contrib package be archived in the future? Will they help making the scikit-learn implementation roughly equivalent in features?

@lmcinnes friendly ping. Your opinion is highly appreciated.

@lmcinnes
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lmcinnes commented Aug 3, 2023

The scikit-learn-contrib package is essentially in a pure maintenance mode right now; just trying to make sure it doesn't break going forward. I would hope that eventually it can just be archived. I think the main features that really needs to be in place before thinking about retiring the sklearn-contrib version is the Dual-tree Boruvka algorithm. I have offered to assist in that if needed (but @Micky774 seems to be more than capable).

@lorentzenchr
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@lmcinnes Thanks. That’s good to hear. It would then be nice if the hdbscan package pointed to scikit-learn‘s hdbscan.

@Micky774 Micky774 mentioned this issue Oct 11, 2023
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