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[mt] Implement one-hot categorical feature for CPU hist.#12072

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trivialfis merged 4 commits into
dmlc:masterfrom
trivialfis:mt-cpu-ohe
Mar 11, 2026
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[mt] Implement one-hot categorical feature for CPU hist.#12072
trivialfis merged 4 commits into
dmlc:masterfrom
trivialfis:mt-cpu-ohe

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@trivialfis

@trivialfis trivialfis commented Mar 11, 2026

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ref: #9043

  • Only OHE is implemented at the moment.
  • Cleanup the data generation.

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Pull request overview

Copilot reviewed 12 out of 12 changed files in this pull request and generated 2 comments.


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Comment thread src/tree/hist/evaluate_splits.h
Comment thread python-package/xgboost/testing/dask.py
@trivialfis trivialfis changed the title [wip][mt] Implement one-hot categorical feature for CPU hist. [mt] Implement one-hot categorical feature for CPU hist. Mar 11, 2026
@trivialfis trivialfis requested a review from RAMitchell March 11, 2026 13:23

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Would like to see us eventually reduce duplication in this area but it can wait.

@trivialfis trivialfis merged commit a9de958 into dmlc:master Mar 11, 2026
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@trivialfis trivialfis deleted the mt-cpu-ohe branch March 11, 2026 22:16
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3 participants