Bumps [xgboost](https://github.com/dmlc/xgboost) from 3.1.0 to 3.1.1. <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>3.1.1 Patch Release</h2> <h2>What's Changed</h2> <ul> <li>Emit correct error when performing inplace-predict using a CPU-only version of XGBoost, but with a GPU input. (<a href="https://redirect.github.com/dmlc/xgboost/issues/11761">#11761</a>)</li> <li>Enhance the error message for loading the removed binary model format. (<a href="https://redirect.github.com/dmlc/xgboost/issues/11760">#11760</a>)</li> <li>Use the correct group ID for SHAP when the intercept is a vector. (<a href="https://redirect.github.com/dmlc/xgboost/issues/11764">#11764</a>)</li> </ul> <p><strong>Full Changelog</strong>: <a href="https://github.com/dmlc/xgboost/compare/v3.1.0...v3.1.1">https://github.com/dmlc/xgboost/compare/v3.1.0...v3.1.1</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>b2bb9c93f28fe7e401dbe592eb7990f5382baa712b02301eb8fd4cdb6c676731 xgboost-src-3.1.1.tar.gz ae6f2f2397aea02c77e77435cd9f617b5990756d5800218ff44f4ff5eba9104a 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_3.1.1.tar.gz: <a href="https://s3-us-west-2.amazonaws.com/xgboost-nightly-builds/release_3.1.0/5e806d1b858acbc4488f436111f3e4c34f6186ce/xgboost_r_gpu_linux.tar.gz">Download</a></li> </ul> <p><strong>Source tarball</strong></p> <ul> <li>xgboost-src-3.1.1.tar.gz: <a href="https://github.com/dmlc/xgboost/releases/download/v3.1.1/xgboost-src-3.1.1.tar.gz">Download</a></li> </ul> </blockquote> </details> <details> <summary>Commits</summary> <ul> <li><a href="https://github.com/dmlc/xgboost/commit/5e806d1b858acbc4488f436111f3e4c34f6186ce"><code>5e806d1</code></a> Bump release to 3.1.1. (<a href="https://redirect.github.com/dmlc/xgboost/issues/11769">#11769</a>)</li> <li><a href="https://github.com/dmlc/xgboost/commit/3b07ce35043b558f3c3a1ad6a4fdd58f194778b4"><code>3b07ce3</code></a> [backport] Check for removed binary format. (<a href="https://redirect.github.com/dmlc/xgboost/issues/11760">#11760</a>) (<a href="https://redirect.github.com/dmlc/xgboost/issues/11768">#11768</a>)</li> <li><a href="https://github.com/dmlc/xgboost/commit/69ba0cbe823beac14abcc97b1a930e50405c9a7b"><code>69ba0cb</code></a> [backport] Fix shap with vector intercept. (<a href="https://redirect.github.com/dmlc/xgboost/issues/11764">#11764</a>) (<a href="https://redirect.github.com/dmlc/xgboost/issues/11767">#11767</a>)</li> <li><a href="https://github.com/dmlc/xgboost/commit/616f779d2e33add407e4136587078fca628bb66e"><code>616f779</code></a> [backport] Fix stub function names. (<a href="https://redirect.github.com/dmlc/xgboost/issues/11761">#11761</a>) (<a href="https://redirect.github.com/dmlc/xgboost/issues/11765">#11765</a>)</li> <li>See full diff in <a href="https://github.com/dmlc/xgboost/compare/v3.1.0...v3.1.1">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=3.1.0&new-version=3.1.1)](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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