[NIGHTLY] v24.06.00

🔗 Links

• Development Branch
• Compare with main branch

🐛 Bug Fixes

• [HOTFIX] Fix import of sklearn by using cpu_only_import (#5914) @dantegd
• Fix label binarize for binary class (#5900) @jinsolp
• Fix RandomForestClassifier return type (#5896) @jinsolp
• Fix nightly CI: remove deprecated creation of columns by using explicit dtype (#5880) @dantegd
• Fix DBSCAN allocates rbc index even if deactivated (#5859) @mfoerste4
• Remove gtest from dependencies.yaml (#5854) @robertmaynard
• Support expression-based Dask Dataframe API (#5835) @rjzamora
• Mark all kernels with internal linkage (#5764) @robertmaynard
• Fix build.sh clean command (#5730) @csadorf

📖 Documentation

• Update the developer's guide with new copyright hook (#5848) @KyleFromNVIDIA

🚀 New Features

• Always use a static gtest and gbench (#5847) @robertmaynard

🛠️ Improvements

• Support double precision in MNMG Logistic Regression (#5898) @lijinf2
• Reduce and rename cudf.pandas integrations jobs (#5890) @dantegd
• Fix building cuml with CCCL main (#5886) @trxcllnt
• Add optional CI job for integration tests with cudf.pandas (#5881) @dantegd
• Enable pytest failures on FutureWarnings/DeprecationWarnings (#5877) @mroeschke
• Remove return in test_lbfgs (#5875) @mroeschke
• Avoid dask_cudf.core imports (#5874) @bdice
• Support CPU object for train_test_split (#5873) @isVoid
• Only use functions in the limited API (#5871) @vyasr
• Replace deprecated disutils.version with packaging.version (#5868) @mroeschke
• Adjust deprecated cupy.sparse usage (#5867) @mroeschke
• Fix numpy 2.0 deprecations (#5866) @mroeschke
• Fix deprecated positional arg usage (#5865) @mroeschke
• Use int instead of float in random.randint (#5864) @mroeschke
• Migrate to {{ stdlib("c") }} (#5863) @hcho3
• Avoid deprecated API in notebook (#5862) @rjzamora
• Add dedicated handling for cudf.pandas wrapped Numpy arrays (#5861) @betatim
• Prepend devcontainer name with the username (#5860) @trxcllnt
• add --rm and --name to devcontainer run args (#5857) @trxcllnt
• Update pip devcontainers to UCX v1.15.0 (#5856) @trxcllnt
• Replace rmm::mr::device_memory_resource* with rmm::device_async_resource_ref (#5853) @harrism
• Update scikit-learn to 1.4 (#5851) @betatim
• Prevent undefined behavior when passing handle from Treelite to cuML FIL (#5849) @hcho3
• Adds missing files to update-version.sh (#5830) @AyodeAwe
• Enable all tests for arm arch (#5824) @galipremsagar
• Address PytestReturnNotNoneWarning in cuml tests (#5819) @mroeschke
• Handle binary classifier with all-0 labels (#5810) @hcho3
• Use pytest_cases.fixture to fix warnings. (#5798) @bdice
• Enable Dask tests with UCX-Py/UCXX in CI (#5697) @pentschev