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feat(configs): add HDBSCAN benchmark configs - #225

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Alexandr-Solovev wants to merge 13 commits into

IntelPython:mainfrom

Alexandr-Solovev:dev/hdbscan_bench

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feat(configs): add HDBSCAN benchmark configs#225
Alexandr-Solovev wants to merge 13 commits into
IntelPython:mainfrom
Alexandr-Solovev:dev/hdbscan_bench

Commits on Oct 5, 2026
- feat(configs): add HDBSCAN benchmark configs
  
  Alexandr-Solovev
  authored and
  Alexandr-Solovev
  committed
  437c607
- Shorten the regular HDBSCAN config and move the sweeps out of common
  
  Alexandr-Solovev
  and
  claude
  committed
  f365947
- Spread the regular HDBSCAN cases over distinct data situations
  
  Alexandr-Solovev
  and
  claude
  committed
  530468e
- configs(hdbscan): point at the released sklearnex HDBSCAN
  
  Alexandr-Solovev
  and
  claude
  committed
  b18905f
- feat: measure estimator methods that take their own parameters
  
  Alexandr-Solovev
  and
  claude
  committed
  d4b7366
- configs(hdbscan): add the HDBSCAN vs DBSCAN comparison experiment
  
  Alexandr-Solovev
  and
  claude
  committed
  7994a31
- fix: take DBSCAN cluster metrics from the host copy of the labels
  
  Alexandr-Solovev
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  claude
  committed
  7ef6e8c
- configs(hdbscan): split the comparison datasets by neighbors method
  
  Alexandr-Solovev
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  claude
  committed
  e06b66f
- fix: score the labels a data-free estimator method returns
  
  Alexandr-Solovev
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  claude
  committed
  9ad201f
Commits on Oct 12, 2026
- configs(hdbscan): add the CPU/GPU boundaries experiment
  
  Alexandr-Solovev
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  claude
  committed
  37b1090
- configs(hdbscan): add the cuML comparison and describe the experiments
  
  Alexandr-Solovev
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  claude
  committed
  f5fb068
Commits on Oct 20, 2026
- fix: find sklearnex estimators that are still in preview
  
  Alexandr-Solovev
  and
  claude
  committed
  62e7230
- fix: count physical_cpus and logical_cpus within the affinity mask
  
  Alexandr-Solovev
  and
  claude
  committed
  c48bf24

Commits

Commits on Oct 5, 2026

Commits on Oct 12, 2026

Commits on Oct 20, 2026