🚨 Breaking Changes
🐛 Bug Fixes
- Update actions/labeler to v4 (#5686) @raydouglass
- updated docs around
make_column_transformer
change from.preprocessing
to.compose
(#5680) @taureandyernv - Skip dask pytest NN hang in CUDA 11.4 CI (#5665) @dantegd
- Avoid hard import of sklearn in base module. (#5663) @csadorf
- CI: Pin clang-tidy to 15.0.7. (#5661) @csadorf
- Adjust assumption regarding valid cudf.Series dimensional input. (#5654) @csadorf
- Flatten cupy array before feeding to cudf.Series (#5651) @vyasr
- CI: Fix expected ValueError and dask-glm incompatibility (#5644) @csadorf
- Use drop_duplicates instead of unique for cudf's pandas compatibility mode (#5639) @vyasr
- Temporarily avoid pydata-sphinx-theme version 0.14.2. (#5629) @csadorf
- Fix type hint in split function. (#5625) @trivialfis
- Fix trying to get pointer to None in svm/linear.pyx (#5615) @yosider
- Reduce parallelism to avoid OOMs in wheel tests (#5611) @vyasr
📖 Documentation
- Update interoperability docs (#5633) @beckernick
- Update instructions for creating a conda build environment (#5628) @csadorf
🚀 New Features
- Basic implementation of
OrdinalEncoder
. (#5646) @trivialfis
🛠️ Improvements
- Build concurrency for nightly and merge triggers (#5658) @bdice
- [LogisticRegressionMG][FEA] Support training when dataset contains only one class (#5655) @lijinf2
- Use new
rapids-dask-dependency
metapackage for managingdask
versions (#5649) @galipremsagar - Simplify some logic in LabelEncoder (#5648) @vyasr
- Increase
Nanny
close timeout inLocalCUDACluster
tests (#5636) @pentschev - [LogisticRegressionMG] Support sparse vectors (#5632) @lijinf2
- Add rich HTML representation to estimators (#5630) @betatim
- Unpin
dask
anddistributed
for23.12
development (#5627) @galipremsagar - Update
shared-action-workflows
references (#5621) @AyodeAwe - Use branch-23.12 workflows. (#5618) @bdice
- Update rapids-cmake functions to non-deprecated signatures (#5616) @robertmaynard
- Allow nightly dependencies and set up consistent nightly versions for conda and pip packages (#5607) @vyasr
- Forward-merge branch-23.10 to branch-23.12 (#5596) @bdice
- Build CUDA 12.0 ARM conda packages. (#5595) @bdice
- Enable multiclass svm for sparse input (#5588) @mfoerste4