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add preprocessing benchmarking#216

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icfaust wants to merge 2 commits into
IntelPython:mainfrom
icfaust:dev/add_preprocessor_support
Open

add preprocessing benchmarking#216
icfaust wants to merge 2 commits into
IntelPython:mainfrom
icfaust:dev/add_preprocessor_support

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@icfaust

@icfaust icfaust commented Jul 10, 2026

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Description

Following uxlfoundation/scikit-learn-intelex#3020

Done with claude.


Checklist:

Completeness and readability

  • I have commented my code, particularly in hard-to-understand areas.
  • I have updated the documentation to reflect the changes or created a separate PR with updates and provided its number in the description, if necessary.
  • Git commit message contains an appropriate signed-off-by string (see CONTRIBUTING.md for details).
  • I have resolved any merge conflicts that might occur with the base branch.

Testing

  • I have run it locally and tested the changes extensively.
  • All CI jobs are green or I have provided justification why they aren't.
  • I have extended testing suite if new functionality was introduced in this PR.

"generation_kwargs": [
{ "n_samples": 100000, "n_features": 5000, "noise": 1.0 },
{ "n_samples": 1000000, "n_features": 500, "noise": 1.0 },
{ "n_samples": 10000000, "n_features": 50, "noise": 1.0 }

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Perhaps it could add cases with sparse data instead of something this large.

@david-cortes-intel

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@icfaust Were you able to run this in a CI job?

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2 participants