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[air](deps): Bump xgboost from 2.1.0 to 3.1.3 in /python/requirements/ml#172

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[air](deps): Bump xgboost from 2.1.0 to 3.1.3 in /python/requirements/ml#172
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dependabot/pip/python/requirements/ml/xgboost-3.1.3

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@dependabot dependabot bot commented on behalf of github Jan 24, 2026

Bumps xgboost from 2.1.0 to 3.1.3.

Release notes

Sourced from xgboost's releases.

3.1.3 Patch Release

What's Changed

  • Scikit-learn 1.8 compatibility fix (#11858)
  • Add ARM CUDA wheels for PyPI. (#11827) Add nccl as dep for aarch64. (#11753)
  • [R] Fix off-by-one bug: nrounds=0 resulted in 2 iterations #11856
  • [R] Fix mingw warnings, winbuilder check warnings, memory safety issues. (#11859, #11847, #11830, #11906)
  • Avoid overflow in rounding estimation. (#11910)
  • Workaround compiler issue on Windows, affects the use of max_delta_step with CUDA. (#11916)

Full Changelog: dmlc/xgboost@v3.1.2...v3.1.3

Additional artifacts:

You can verify the downloaded packages by running the following command on your Unix shell:

echo "<hash> <artifact>" | shasum -a 256 --check
67800a7c1c0455c22c9be73dbf3c39bfd9ac9627b2cb617eb2795fd675a9d49e  xgboost-src-3.1.3.tar.gz
f3586dc2da415bba7c3a632b290d653b74eea0caf2ea9e8ffb488cacb57a1dcf  xgboost_r_gpu_linux.tar.gz

Experimental binary packages for R with CUDA enabled

  • xgboost_r_gpu_linux_3.1.3.tar.gz: Download

Source tarball

3.1.2 Patch Release

What's Changed

  • Fix ordering of Python callbacks. (#11812)
  • Fix loading nccl 2.28. (#11806)
  • Infer the enable_categorical during model load. (#11816)

Additional artifacts:

You can verify the downloaded packages by running the following command on your Unix shell:

echo "<hash> <artifact>" | shasum -a 256 --check
12f2d6f735fa71e007c40171fd926c12306276dd299dc48f6c923e4f3891c33e  xgboost-src-3.1.2.tar.gz
2f83f1b24affb50bf65a8dd80d4ac9d19fe95cf181df35fa8a335a06d2eb9cfd  xgboost_r_gpu_linux.tar.gz

Experimental binary packages for R with CUDA enabled

... (truncated)

Commits

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Bumps [xgboost](https://github.com/dmlc/xgboost) from 2.1.0 to 3.1.3.
- [Release notes](https://github.com/dmlc/xgboost/releases)
- [Changelog](https://github.com/dmlc/xgboost/blob/master/NEWS.md)
- [Commits](dmlc/xgboost@v2.1.0...v3.1.3)

---
updated-dependencies:
- dependency-name: xgboost
  dependency-version: 3.1.3
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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@dependabot dependabot bot added dependencies Pull requests that update a dependency file python Pull requests that update python code labels Jan 24, 2026
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