Bump xgboost from 1.5.0 to 1.5.1

Bumps [xgboost](https://github.com/dmlc/xgboost) from 1.5.0 to 1.5.1.
- [Release notes](https://github.com/dmlc/xgboost/releases)
- [Changelog](https://github.com/dmlc/xgboost/blob/master/NEWS.md)
- [Commits](dmlc/xgboost@v1.5.0...v1.5.1)

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

Signed-off-by: dependabot[bot] <[email protected]>

Author: dependabot[bot]

requirements.txt

@@ -33,7 +33,7 @@ torchvision==0.11.1+cpu -f https://download.pytorch.org/whl/cpu/torch_stable.htm
 catboost==1.0.3
 GPy==1.10.0
 lightgbm==3.3.1
-xgboost==1.5.0
+xgboost==1.5.1
 kornia~=0.6.1
 tensorboardX==2.4
 lief==0.11.5