🚨 Breaking Changes
- Pin
daskanddistributedfor release (#5333) @galipremsagar
🐛 Bug Fixes
- Skip pickle notebook during nbsphinx (#5342) @dantegd
- Avoid race condition in FIL predict_per_tree (#5334) @wphicks
- Ensure experimental FIL shmem usage is below device limits (#5326) @wphicks
- Update cuda architectures for threads per sm restriction (#5323) @wphicks
- Run experimental FIL tests in CI (#5316) @wphicks
- Run memory leak pytests without parallelism to avoid sporadic test failures (#5313) @dantegd
- Update cupy version for pip wheels (#5311) @dantegd
- Fix for raising attributeerors erroneously for ipython methods (#5299) @dantegd
- Fix cuml local cpp docs build (#5297) @galipremsagar
- Don't run dask tests twice when testing wheels (#5279) @benfred
- Remove MANIFEST.in use auto-generated one for sdists and package_data for wheels (#5278) @vyasr
- Removing remaining include of
raft/distance/distance_type.hpp(#5264) @cjnolet - Enable hypothesis testing for nightly test runs. (#5244) @csadorf
- Support numeric, boolean, and string keyword arguments to class methods during CPU dispatching (#5236) @beckernick
- Allowing large data in kmeans (#5228) @cjnolet
📖 Documentation
- Fix docs build to be
pydata-sphinx-theme=0.13.0compatible (#5259) @galipremsagar - Add supported CPU/GPU operators to API docs and update docstrings (#5239) @beckernick
- Fix documentation author (#5126) @bdice
🚀 New Features
- Modify default batch size in HDBSCAN soft clustering (#5335) @tarang-jain
- reduce memory pressure in membership vector computation (#5268) @tarang-jain
- membership_vector for HDBSCAN (#5247) @tarang-jain
- Provide FIL implementation for both CPU and GPU (#4890) @wphicks
🛠️ Improvements
- Remove deprecated Treelite CI API from FIL (#5348) @hcho3
- Updated forest inference to new dask worker api for 23.04 (#5347) @taureandyernv
- Pin
daskanddistributedfor release (#5333) @galipremsagar - Pin cupy in wheel tests to supported versions (#5312) @vyasr
- Drop
pickle5(#5310) @jakirkham - Remove CUDA_CHECK macro (#5308) @hcho3
- Revert faiss removal pinned tag (#5306) @cjnolet
- Upgrade to Treelite 3.2.0 (#5304) @hcho3
- Implement predict_per_tree() in FIL (#5303) @hcho3
- remove faiss from cuml (#5293) @benfred
- Stop setting package version attribute in wheels (#5285) @vyasr
- Add libfaiss runtime dependency to libcuml. (#5284) @bdice
- Move faiss_mr from raft (#5281) @benfred
- Generate pyproject dependencies with dfg (#5275) @vyasr
- Updating cuML to use consolidated RAFT libs (#5272) @cjnolet
- Add codespell as a linter (#5265) @benfred
- Pass
AWS_SESSION_TOKENandSCCACHE_S3_USE_SSLvars to conda build (#5263) @ajschmidt8 - Update to GCC 11 (#5258) @bdice
- Drop Python 3.7 handling for pickle protocol 4 (#5256) @jakirkham
- Migrate as much as possible to pyproject.toml (#5251) @vyasr
- Adapt to rapidsai/rmm#1221 which moves allocator callbacks (#5249) @wence-
- Add dfg as a pre-commit hook. (#5246) @vyasr
- Stop using versioneer to manage versions (#5245) @vyasr
- Enhance cuML benchmark utility and refactor hdbscan import utilities (#5242) @beckernick
- Fix GHA build workflow (#5241) @AjayThorve
- Support innerproduct distance in the pairwise_distance API (#5230) @benfred
- Enable hypothesis for 23.04 (#5221) @csadorf
- Reduce error handling verbosity in CI tests scripts (#5219) @AjayThorve
- Bump pinned pip wheel deps to 23.4 (#5217) @sevagh
- Update shared workflow branches (#5215) @ajschmidt8
- Unpin
daskanddistributedfor development (#5209) @galipremsagar - Remove gpuCI scripts. (#5208) @bdice
- Move date to build string in
condarecipe (#5190) @ajschmidt8 - Kernel shap improvements (#5187) @vinaydes
- test out the raft bfknn replacement (#5186) @benfred
- Forward merge 23.02 into 23.04 (#5182) @vyasr
- Add
detailnamespace for linear models (#5107) @lowener - Add pre-commit configuration (#4983) @csadorf