Release v22.10.01 · NVIDIA/cuml

🐛 Bug Fixes

Skipping some hdbscan tests when cuda version is <= 11.2. (#4916) @cjnolet
Fix HDBSCAN python namespace (#4895) @cjnolet
Cupy 11 fixes (#4889) @dantegd
Fix small fp precision failure in linear regression doctest test (#4884) @lowener
Remove unused cuDF imports (#4873) @beckernick
Update for thrust 1.17 and fixes to accommodate for cuDF Buffer refactor (#4871) @dantegd
Use rapids-cmake 22.10 best practice for RAPIDS.cmake location (#4862) @robertmaynard
Patch for nightly test&bench (#4840) @viclafargue
Fixed Large memory requirements for SimpleImputer strategy median #4794 (#4817) @erikrene
Transforms RandomForest estimators non-consecutive labels to consecutive labels where appropriate (#4780) @VamsiTallam95

Document that minimum required CMake version is now 3.23.1 (#4899) @robertmaynard
Update KMeans notebook for clarity (#4886) @beckernick

Allow cupy 11 (#4880) @galipremsagar
Add sample_weight to Coordinate Descent solver (Lasso and ElasticNet) (#4867) @lowener
Import treelite models into FIL in a different precision (#4839) @canonizer
#4783 Added nan_euclidean distance metric to pairwise_distances (#4797) @Sreekiran096
PowerTransformer, QuantileTransformer and KernelCenterer (#4755) @viclafargue
Add "median" to TargetEncoder (#4722) @daxiongshu
New Feature StratifiedKFold (#3109) @daxiongshu

Update cuda-python dependency to 11.7.1 (#4948) @shwina
Updating python to use pylibraft (#4887) @cjnolet
Upgrade Treelite to 3.0.0 (#4885) @hcho3
Statically link all CUDA toolkit libraries (#4881) @trxcllnt
approximate_predict function for HDBSCAN (#4872) @tarang-jain
Pin dask and distributed for release (#4859) @galipremsagar
Remove Raft deprecated headers (#4858) @lowener
Fix forward-merge conflicts (#4857) @ajschmidt8
Update the NVTX bench helper for the new nsys utility (#4826) @viclafargue
All points membership vector for HDBSCAN (#4800) @tarang-jain
TSNE and UMAP allow several distance types (#4779) @tarang-jain
Convert fp32 datasets to fp64 in ARIMA and AutoARIMA + update notebook to avoid deprecation warnings with positional parameters (#4195) @Nyrio