Update dependency xgboost to v3.1.3

[konflux-internal-p02]

This PR contains the following updates:

Package	Change	Age	Confidence
xgboost	==3.1.2 -> ==3.1.3

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Warning

Some dependencies could not be looked up. Check the warning logs for more information.

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Release Notes

dmlc/xgboost (xgboost)

v3.1.3: 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

• xgboost-src-3.1.3.tar.gz: Download

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Documentation

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