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Merge pull request #5220 from rapidsai/branch-23.02
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@GPUtester
GPUtester authored Feb 9, 2023
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# cuML 23.02.00 (Date TBD)
# cuML 23.02.00 (9 Feb 2023)

Please see https://github.com/rapidsai/cuml/releases/tag/v23.02.00a for the latest changes to this development branch.
## 🚨 Breaking Changes

- Use ivf_pq and ivf_flat from raft ([#5119](https://github.com/rapidsai/cuml/pull/5119)) [@benfred](https://github.com/benfred)
- Estimators adaptation toward CPU/GPU interoperability ([#4918](https://github.com/rapidsai/cuml/pull/4918)) [@viclafargue](https://github.com/viclafargue)
- Provide host CumlArray and associated infrastructure ([#4908](https://github.com/rapidsai/cuml/pull/4908)) [@wphicks](https://github.com/wphicks)
- Improvements of UMAP/TSNE precomputed KNN feature ([#4865](https://github.com/rapidsai/cuml/pull/4865)) [@viclafargue](https://github.com/viclafargue)

## 🐛 Bug Fixes

- Fix for creation of CUDA context at import time ([#5211](https://github.com/rapidsai/cuml/pull/5211)) [@dantegd](https://github.com/dantegd)
- Correct arguments to load_from_treelite_model after classmethod conversion ([#5210](https://github.com/rapidsai/cuml/pull/5210)) [@wphicks](https://github.com/wphicks)
- Use workaround to avoid staticmethod 3.10/Cython issue ([#5202](https://github.com/rapidsai/cuml/pull/5202)) [@wphicks](https://github.com/wphicks)
- Increase margin for flaky FIL test ([#5194](https://github.com/rapidsai/cuml/pull/5194)) [@wphicks](https://github.com/wphicks)
- Increase margin for flaky FIL test ([#5174](https://github.com/rapidsai/cuml/pull/5174)) [@wphicks](https://github.com/wphicks)
- Fix gather_if raft update ([#5149](https://github.com/rapidsai/cuml/pull/5149)) [@lowener](https://github.com/lowener)
- Add `_predict_model_on_cpu` for `RandomForestClassifier` ([#5148](https://github.com/rapidsai/cuml/pull/5148)) [@lowener](https://github.com/lowener)
- Fix for hdbscan model serialization ([#5128](https://github.com/rapidsai/cuml/pull/5128)) [@cjnolet](https://github.com/cjnolet)
- build.sh switch to use `RAPIDS` magic value ([#5124](https://github.com/rapidsai/cuml/pull/5124)) [@robertmaynard](https://github.com/robertmaynard)
- Fix `Lasso` interop issue ([#5116](https://github.com/rapidsai/cuml/pull/5116)) [@viclafargue](https://github.com/viclafargue)
- Remove nvcc conda package and add compiler/ninja to dev envs ([#5113](https://github.com/rapidsai/cuml/pull/5113)) [@dantegd](https://github.com/dantegd)
- Add missing job dependency for new PR jobs check ([#5112](https://github.com/rapidsai/cuml/pull/5112)) [@dantegd](https://github.com/dantegd)
- Skip RAFT docstring test in cuML ([#5088](https://github.com/rapidsai/cuml/pull/5088)) [@dantegd](https://github.com/dantegd)
- Restore KNN metric attribute ([#5087](https://github.com/rapidsai/cuml/pull/5087)) [@viclafargue](https://github.com/viclafargue)
- Check `sklearn` presence before importing the `Pipeline` ([#5072](https://github.com/rapidsai/cuml/pull/5072)) [@viclafargue](https://github.com/viclafargue)
- Provide workaround for kernel ridge solver ([#5064](https://github.com/rapidsai/cuml/pull/5064)) [@wphicks](https://github.com/wphicks)
- Keep verbosity level in KMeans OPG ([#5063](https://github.com/rapidsai/cuml/pull/5063)) [@viclafargue](https://github.com/viclafargue)
- Transmit verbosity level to Dask workers ([#5062](https://github.com/rapidsai/cuml/pull/5062)) [@viclafargue](https://github.com/viclafargue)
- Ensure consistent order for nearest neighbor tests ([#5059](https://github.com/rapidsai/cuml/pull/5059)) [@wphicks](https://github.com/wphicks)
- Add `workers` argument to dask `make_blobs` ([#5057](https://github.com/rapidsai/cuml/pull/5057)) [@viclafargue](https://github.com/viclafargue)
- Fix indexing type for ridge and linear models ([#4996](https://github.com/rapidsai/cuml/pull/4996)) [@lowener](https://github.com/lowener)

## 📖 Documentation

- Adding benchmark notebook for hdbscan soft clustering ([#5103](https://github.com/rapidsai/cuml/pull/5103)) [@cjnolet](https://github.com/cjnolet)
- Fix doc for solver in LogisticRegression ([#5097](https://github.com/rapidsai/cuml/pull/5097)) [@viclafargue](https://github.com/viclafargue)
- Fix docstring of `HashingVectorizer` ([#5041](https://github.com/rapidsai/cuml/pull/5041)) [@lowener](https://github.com/lowener)
- expose text, text.{CountVectorizer,HashingVectorizer,Tfidf{Transformer,Vectorizer}} from feature_extraction's public api ([#5028](https://github.com/rapidsai/cuml/pull/5028)) [@mattf](https://github.com/mattf)
- Add Dask LabelEncoder to the documentation ([#5023](https://github.com/rapidsai/cuml/pull/5023)) [@beckernick](https://github.com/beckernick)

## 🚀 New Features

- HDBSCAN CPU/GPU Interop ([#5137](https://github.com/rapidsai/cuml/pull/5137)) [@divyegala](https://github.com/divyegala)
- Make all CPU/GPU only imports "safe" for respective package ([#5117](https://github.com/rapidsai/cuml/pull/5117)) [@wphicks](https://github.com/wphicks)
- Pickling for HBDSCAN ([#5102](https://github.com/rapidsai/cuml/pull/5102)) [@divyegala](https://github.com/divyegala)
- Break up silhouette score into 3 units to improve compilation time ([#5061](https://github.com/rapidsai/cuml/pull/5061)) [@wphicks](https://github.com/wphicks)
- Provide host CumlArray and associated infrastructure ([#4908](https://github.com/rapidsai/cuml/pull/4908)) [@wphicks](https://github.com/wphicks)

## 🛠️ Improvements

- Pin `dask` and `distributed` for release ([#5198](https://github.com/rapidsai/cuml/pull/5198)) [@galipremsagar](https://github.com/galipremsagar)
- Update shared workflow branches ([#5197](https://github.com/rapidsai/cuml/pull/5197)) [@ajschmidt8](https://github.com/ajschmidt8)
- Pin wheel dependencies to same RAPIDS release ([#5183](https://github.com/rapidsai/cuml/pull/5183)) [@sevagh](https://github.com/sevagh)
- Reverting RAFT pin ([#5178](https://github.com/rapidsai/cuml/pull/5178)) [@cjnolet](https://github.com/cjnolet)
- Remove `faiss` from `libcuml` ([#5175](https://github.com/rapidsai/cuml/pull/5175)) [@ajschmidt8](https://github.com/ajschmidt8)
- Update location of `import_utils` from `common` to `internals` for Forest notebook ([#5171](https://github.com/rapidsai/cuml/pull/5171)) [@taureandyernv](https://github.com/taureandyernv)
- Disable hypothesis tests for 23.02 burndown. ([#5168](https://github.com/rapidsai/cuml/pull/5168)) [@csadorf](https://github.com/csadorf)
- Use CTK 118/cp310 branch of wheel workflows ([#5163](https://github.com/rapidsai/cuml/pull/5163)) [@sevagh](https://github.com/sevagh)
- Add docs build GH ([#5155](https://github.com/rapidsai/cuml/pull/5155)) [@AjayThorve](https://github.com/AjayThorve)
- Adapt to changes in `cudf.core.buffer.Buffer` ([#5154](https://github.com/rapidsai/cuml/pull/5154)) [@galipremsagar](https://github.com/galipremsagar)
- Upgrade Treelite to 3.1.0 ([#5146](https://github.com/rapidsai/cuml/pull/5146)) [@hcho3](https://github.com/hcho3)
- Replace cpdef variables with cdef variables. ([#5145](https://github.com/rapidsai/cuml/pull/5145)) [@bdice](https://github.com/bdice)
- Update Scikit-learn compatibility to 1.2 ([#5141](https://github.com/rapidsai/cuml/pull/5141)) [@dantegd](https://github.com/dantegd)
- Replace deprecated raft headers ([#5134](https://github.com/rapidsai/cuml/pull/5134)) [@lowener](https://github.com/lowener)
- Execution device interoperability documentation ([#5130](https://github.com/rapidsai/cuml/pull/5130)) [@viclafargue](https://github.com/viclafargue)
- Remove outdated macOS deployment target from build script. ([#5125](https://github.com/rapidsai/cuml/pull/5125)) [@bdice](https://github.com/bdice)
- Build CUDA 11.8 and Python 3.10 Packages ([#5120](https://github.com/rapidsai/cuml/pull/5120)) [@bdice](https://github.com/bdice)
- Use ivf_pq and ivf_flat from raft ([#5119](https://github.com/rapidsai/cuml/pull/5119)) [@benfred](https://github.com/benfred)
- Update workflows for nightly tests ([#5110](https://github.com/rapidsai/cuml/pull/5110)) [@ajschmidt8](https://github.com/ajschmidt8)
- Build pip wheels alongside conda CI ([#5109](https://github.com/rapidsai/cuml/pull/5109)) [@sevagh](https://github.com/sevagh)
- Remove PROJECT_FLASH from libcuml conda build environment. ([#5108](https://github.com/rapidsai/cuml/pull/5108)) [@bdice](https://github.com/bdice)
- Enable `Recently Updated` Check ([#5105](https://github.com/rapidsai/cuml/pull/5105)) [@ajschmidt8](https://github.com/ajschmidt8)
- Ensure `pytest` is run from relevant directories in GH Actions ([#5101](https://github.com/rapidsai/cuml/pull/5101)) [@ajschmidt8](https://github.com/ajschmidt8)
- Remove C++ Kmeans test ([#5098](https://github.com/rapidsai/cuml/pull/5098)) [@lowener](https://github.com/lowener)
- Slightly lower the test_mbsgd_regressor expected min score. ([#5092](https://github.com/rapidsai/cuml/pull/5092)) [@csadorf](https://github.com/csadorf)
- Skip all hypothesis health checks by default in CI runs. ([#5090](https://github.com/rapidsai/cuml/pull/5090)) [@csadorf](https://github.com/csadorf)
- Reduce Naive Bayes test time ([#5082](https://github.com/rapidsai/cuml/pull/5082)) [@lowener](https://github.com/lowener)
- Remove unused `.conda` folder ([#5078](https://github.com/rapidsai/cuml/pull/5078)) [@ajschmidt8](https://github.com/ajschmidt8)
- Fix conflicts in #5045 ([#5077](https://github.com/rapidsai/cuml/pull/5077)) [@ajschmidt8](https://github.com/ajschmidt8)
- Add GitHub Actions Workflows ([#5075](https://github.com/rapidsai/cuml/pull/5075)) [@csadorf](https://github.com/csadorf)
- Skip test_linear_regression_model_default test. ([#5074](https://github.com/rapidsai/cuml/pull/5074)) [@csadorf](https://github.com/csadorf)
- Fix link. ([#5067](https://github.com/rapidsai/cuml/pull/5067)) [@bdice](https://github.com/bdice)
- Expand hypothesis testing for linear models ([#5065](https://github.com/rapidsai/cuml/pull/5065)) [@csadorf](https://github.com/csadorf)
- Update xgb version in GPU CI 23.02 to 1.7.1 and unblocking CI ([#5051](https://github.com/rapidsai/cuml/pull/5051)) [@dantegd](https://github.com/dantegd)
- Remove direct UCX and NCCL dependencies ([#5038](https://github.com/rapidsai/cuml/pull/5038)) [@vyasr](https://github.com/vyasr)
- Move single test from `test` to `tests` ([#5037](https://github.com/rapidsai/cuml/pull/5037)) [@vyasr](https://github.com/vyasr)
- Support using `CountVectorizer` & `TfidVectorizer` in `cuml.pipeline.Pipeline` ([#5034](https://github.com/rapidsai/cuml/pull/5034)) [@lasse-it](https://github.com/lasse-it)
- Refactor API decorators ([#5026](https://github.com/rapidsai/cuml/pull/5026)) [@csadorf](https://github.com/csadorf)
- Implement hypothesis strategies and tests for arrays ([#5017](https://github.com/rapidsai/cuml/pull/5017)) [@csadorf](https://github.com/csadorf)
- Add dependencies.yaml for rapids-dependency-file-generator ([#5003](https://github.com/rapidsai/cuml/pull/5003)) [@beckernick](https://github.com/beckernick)
- Improved CPU/GPU interoperability ([#5001](https://github.com/rapidsai/cuml/pull/5001)) [@viclafargue](https://github.com/viclafargue)
- Estimators adaptation toward CPU/GPU interoperability ([#4918](https://github.com/rapidsai/cuml/pull/4918)) [@viclafargue](https://github.com/viclafargue)
- Improvements of UMAP/TSNE precomputed KNN feature ([#4865](https://github.com/rapidsai/cuml/pull/4865)) [@viclafargue](https://github.com/viclafargue)

# cuML 22.12.00 (8 Dec 2022)

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