Bumps [xgboost](https://github.com/dmlc/xgboost) from 3.0.5 to 3.1.0. <details> <summary>Release notes</summary> <p><em>Sourced from <a href="https://github.com/dmlc/xgboost/releases">xgboost's releases</a>.</em></p> <blockquote> <h2>Release 3.1.0 stable</h2> <h3>Release note</h3> <p><a href="https://xgboost.readthedocs.io/en/latest/changes/v3.1.0.html">https://xgboost.readthedocs.io/en/latest/changes/v3.1.0.html</a></p> <h3>Additional artifacts:</h3> <p>You can verify the downloaded packages by running the following command on your Unix shell:</p> <pre lang="sh"><code>echo "<hash> <artifact>" | shasum -a 256 --check </code></pre> <pre><code>4c42d35976067270a9255bf9ee290a706917bb3929a60cdd74d4dd3f1a9c86cc xgboost-src-3.1.0.tar.gz 79b3407f19ccfa7344ee1a7ae9afb845cff9472c5a736fbdbdf95d98950c8290 xgboost_r_gpu_linux.tar.gz </code></pre> <p><strong>Experimental binary packages for R with CUDA enabled</strong></p> <ul> <li>xgboost_r_gpu_linux_3.1.0.tar.gz: <a href="https://s3-us-west-2.amazonaws.com/xgboost-nightly-builds/release_3.1.0/ccb511768e13d1670c10be07dea89d0edca138f3/xgboost_r_gpu_linux.tar.gz">Download</a></li> </ul> <p><strong>Source tarball</strong></p> <ul> <li>xgboost-src-3.1.0.tar.gz: <a href="https://github.com/dmlc/xgboost/releases/download/v3.1.0/xgboost-src-3.1.0.tar.gz">Download</a></li> </ul> <h2>3.1.0 Release Candidate</h2> <p>See <a href="https://redirect.github.com/dmlc/xgboost/issues/11704">dmlc/xgboost#11704</a> for details.</p> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/dmlc/xgboost/commit/ccb511768e13d1670c10be07dea89d0edca138f3"><code>ccb5117</code></a> Bump release version from rc to 3.1 (<a href="https://redirect.github.com/dmlc/xgboost/issues/11755">#11755</a>)</li> <li><a href="https://github.com/dmlc/xgboost/commit/33a0296d33874d735c357a2bdcea071c93d6189b"><code>33a0296</code></a> [backport][R] Correct docs about attributes of cv object (<a href="https://redirect.github.com/dmlc/xgboost/issues/11732">#11732</a>) (<a href="https://redirect.github.com/dmlc/xgboost/issues/11737">#11737</a>)</li> <li><a href="https://github.com/dmlc/xgboost/commit/cb02c22363868bb1bcde27cfcf215b4f251ba044"><code>cb02c22</code></a> [SYCL]. Fixes for the upcoming v3.1 (<a href="https://redirect.github.com/dmlc/xgboost/issues/11725">#11725</a>) (<a href="https://redirect.github.com/dmlc/xgboost/issues/11738">#11738</a>)</li> <li><a href="https://github.com/dmlc/xgboost/commit/74042bf2f6801058bde60bbcae35385f76dfb846"><code>74042bf</code></a> [backport] <a href="https://redirect.github.com/dmlc/xgboost/issues/11705">#11705</a>, <a href="https://redirect.github.com/dmlc/xgboost/issues/11721">#11721</a> (<a href="https://redirect.github.com/dmlc/xgboost/issues/11722">#11722</a>)</li> <li><a href="https://github.com/dmlc/xgboost/commit/b5d77a0f7d732d5adb2bf087484ce98d2886fbc4"><code>b5d77a0</code></a> [backport] Fix wasm build. (<a href="https://redirect.github.com/dmlc/xgboost/issues/11708">#11708</a>) (<a href="https://redirect.github.com/dmlc/xgboost/issues/11714">#11714</a>)</li> <li><a href="https://github.com/dmlc/xgboost/commit/f6bce94bc44efb6f2efb75c318640f09f110d91e"><code>f6bce94</code></a> [backport][sycl] Fix set device (<a href="https://redirect.github.com/dmlc/xgboost/issues/11712">#11712</a>) (<a href="https://redirect.github.com/dmlc/xgboost/issues/11713">#11713</a>)</li> <li><a href="https://github.com/dmlc/xgboost/commit/718066bc3cf8f53590e5b98e7e0b45f944e76e02"><code>718066b</code></a> [CI] Additional fix for WinARM64</li> <li><a href="https://github.com/dmlc/xgboost/commit/91d0d31968feca7a66d91c2845b67e5913caeff0"><code>91d0d31</code></a> [CI] Additional fix for WinARM64</li> <li><a href="https://github.com/dmlc/xgboost/commit/681c662971ea3e5f9a1c668e0c60b85e2a498994"><code>681c662</code></a> [CI] Patch to fix wheel build for WinARM64 (<a href="https://redirect.github.com/dmlc/xgboost/issues/11702">#11702</a>)</li> <li><a href="https://github.com/dmlc/xgboost/commit/7efa4fc833be07f3259e466d258d3f3b074c176e"><code>7efa4fc</code></a> Bump version to 3.1.0-rc1. (<a href="https://redirect.github.com/dmlc/xgboost/issues/11698">#11698</a>)</li> <li>Additional commits viewable in <a href="https://github.com/dmlc/xgboost/compare/v3.0.5...v3.1.0">compare view</a></li> </ul> </details> <br /> [![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=xgboost&package-manager=uv&previous-version=3.0.5&new-version=3.1.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`. 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