🚨 Breaking Changes
- Update Python build to scikit-build (#4818) @dantegd
- Bump
xgboostto1.6.0from1.5.2(#4777) @galipremsagar
🐛 Bug Fixes
- Revert "Allow CuPy 11" (#4847) @galipremsagar
- Fix RAFT_NVTX option not set (#4825) @achirkin
- Fix KNN error message. (#4782) @trivialfis
- Update raft pinnings in dev yml files (#4778) @galipremsagar
- Bump
xgboostto1.6.0from1.5.2(#4777) @galipremsagar - Fixes exception when using predict_proba on fitted Pipeline object with a ColumnTransformer step (#4774) @VamsiTallam95
- Regression errors failing with mixed data type combinations (#4770) @shaswat-indian
📖 Documentation
- Use common code in python docs and defer
jsloading (#4852) @galipremsagar - Centralize common css & js code in docs (#4844) @galipremsagar
- Add ComplementNB to the documentation (#4805) @lowener
- Fix forward-merge branch-22.06 to branch-22.08 (#4789) @divyegala
🚀 New Features
- Update Python build to scikit-build (#4818) @dantegd
- Vectorizers to accept Pandas Series as input (#4811) @shaswat-indian
- Cython wrapper for v-measure (#4785) @shaswat-indian
🛠️ Improvements
- Pin
dask&distributedfor release (#4850) @galipremsagar - Allow CuPy 11 (#4837) @jakirkham
- Remove duplicate adj_to_csr implementation (#4829) @ahendriksen
- Update conda environment files to UCX 1.13.0 (#4813) @pentschev
- Update conda recipes to UCX 1.13.0 (#4809) @pentschev
- Fix #3414: remove naive versions dbscan algorithms (#4804) @ahendriksen
- Accelerate adjacency matrix to CSR conversion for DBSCAN (#4803) @ahendriksen
- Pin max version of
cuda-pythonto11.7.0(#4793) @Ethyling - Allow cosine distance metric in dbscan (#4776) @tarang-jain
- Unpin
dask&distributedfor development (#4771) @galipremsagar - Clean up Thrust includes. (#4675) @bdice
- Improvements in feature sampling (#4278) @vinaydes