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Add HDBSCAN from HorseML.jl#273

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MommaWatasu wants to merge 47 commits intoJuliaStats:masterJuliaStats/Clustering.jl:masterfrom MommaWatasu:masterMommaWatasu/Clustering.jl:masterCopy head branch name to clipboard

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Commits on Mar 22, 2024

• [add function or file]add hdbscan

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Commits on Mar 23, 2024

• [test]add test for hdbscan

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• [fix]change Int64 to Int

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• [fix]change all Int64 into Int

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• [change]change usage and remove extra code

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• [test]update test

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• [docs]add docs for HDBSCAN

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• [fix]export HdbscanCluster

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Commits on Apr 14, 2024

• [docs]merge docs of HDBSCAN with DBSCAN.md

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Commits on Apr 15, 2024

• [clean]refactoring HDBSCANGraph

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Commits on Apr 26, 2024

• [docs]fix docs

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• [clean]refactoring

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Commits on Apr 27, 2024

• [clean]refactoring

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• [test]update test

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• [fix]change isnothing into ===

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• [fix]remove println

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• [docs]update docs

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• [docs]fix docs

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• [fix]fix docstring

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• [fix]add isnoise to the list of exprted function

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• core_distances() tweaks

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• Hdbscan: simplify results generation

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• remove heappush!: unused

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• hdbscan test: small tweaks

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• fixup hdbscan assignments

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• hdbscan: further opt core_dists

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• hdbscan: optimize edges generation

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• HDBSCANGraph -> HdbscanGraph

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• HdbscanEdge

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• HdbscanGraph: rename edges to adj_edges

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• MSTEdge remove no-op expand() method

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• refactor HdbscanMSTEdge

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• hdbscan: fix graph vertices, remove add_edges!

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• hdbscan_minspantree(): refactor

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• prune_clusters!(): cleanup

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• hdbscan: fix 1.0 compat

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• [docs]fix docstring

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• [clean]rename and refactoring

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• [test]add test for unionfind

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Commits on Apr 28, 2024

• hdbscan_minspantree: fix edges sorting

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• hdbscan_clusters(): fix cost type

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• hdbscan_clusters: improve MST iteration

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Commits on Apr 29, 2024

• Merge branch 'master' of https://github.com/MommaWatasu/Clustering.jl

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Commits on May 1, 2024

• [clean]rename the result structure

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Commits on May 2, 2024

• [hotfix]apply hot fix

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• [test]add test about min_size

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• [add function or file]support ClusteringResult

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