Cuml Versions Save

🐛 Bug Fixes

• Update pre-commit-hooks to v0.0.3 (#5816) @KyleFromNVIDIA
• Correct and adjust tolerances of mnmg logreg pytests (#5812) @dantegd
• Remove use of cudf.core.column.full. (#5794) @bdice
• Suppress all HealthChecks on test_split_datasets. (#5791) @bdice
• Suppress a hypothesis HealthCheck on test_split_datasets that fails in nightly CI. (#5790) @bdice
• [BUG] Fix MAX_THREADS_PER_SM on sm 89. (#5785) @trivialfis
• fix device to host copy not sync stream in logistic regression mg (#5766) @lijinf2
• Use cudf.Index instead of cudf.GenericIndex. (#5738) @bdice
• update RAPIDS dependencies to 24.4, refactor dependencies.yaml (#5726) @jameslamb

🚀 New Features

• Support CUDA 12.2 (#5711) @jameslamb

🛠️ Improvements

• Use conda env create --yes instead of --force (#5822) @bdice
• Bump Treelite to 4.1.2 (#5814) @hcho3
• Support standardization for sparse vectors in logistic regression MG (#5806) @lijinf2
• Update script input name (#5802) @AyodeAwe
• Add upper bound to prevent usage of NumPy 2 (#5797) @bdice
• Enable pytest failures on warnings from cudf (#5796) @mroeschke
• Use public cudf APIs where possible (#5795) @mroeschke
• Remove hard-coding of RAPIDS version where possible (#5793) @KyleFromNVIDIA
• Switch pytest-xdist algorithm to worksteal (#5792) @bdice
• Automate C++ include file grouping and ordering using clang-format (#5787) @harrism
• Add support for Python 3.11, require NumPy 1.23+ (#5786) @jameslamb
• [ENH] Let cuDF handle input types for label encoder. (#5783) @trivialfis
• Install test dependencies at the same time as cuml packages. (#5781) @bdice
• Update devcontainers to CUDA Toolkit 12.2 (#5778) @trxcllnt
• target branch-24.04 for GitHub Actions workflows (#5776) @jameslamb
• Add environment-agnostic scripts for running ctests and pytests (#5761) @trxcllnt
• Pandas 2.x support (#5758) @dantegd
• Update ops-bot.yaml (#5752) @AyodeAwe
• Forward-merge branch-24.02 to branch-24.04 (#5735) @bdice
• Replace local copyright check with pre-commit-hooks verify-copyright (#5732) @KyleFromNVIDIA
• DBSCAN utilize rbc eps_neighbors (#5728) @mfoerste4

🔗 Links

• Development Branch
• Compare with main branch

🐛 Bug Fixes

• 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

• 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
• 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
• 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

🚨 Breaking Changes

• Update to CCCL 2.2.0. (#5702) @bdice
• Switch to scikit-build-core (#5693) @vyasr

🐛 Bug Fixes

• [Hotfix] Fix FIL gtest (#5755) @hcho3
• Exclude tests from builds (#5754) @vyasr
• Fix ctest directory to ensure tests are executed (#5753) @bdice
• Synchronize stream in SVC memory test (#5729) @wphicks
• Fix shared-workflows repo name (#5723) @raydouglass
• Fix cupy dependency in pyproject.toml (#5705) @vyasr
• Only cufft offers a static_nocallback version of the library (#5703) @robertmaynard

🛠️ Improvements

• [Hotfix] Update GPUTreeSHAP to fix ARM build (#5747) @hcho3
• Disable HistGradientBoosting support for now (#5744) @hcho3
• Disable hnswlib feature in RAFT; pin pytest (#5733) @hcho3
• [LogisticRegressionMG] Support standardization with no data modification (#5724) @lijinf2
• Remove usages of rapids-env-update (#5716) @KyleFromNVIDIA
• Remove extraneous SKBUILD_BUILD_OPTIONS (#5714) @vyasr
• refactor CUDA versions in dependencies.yaml (#5712) @jameslamb
• Update to CCCL 2.2.0. (#5702) @bdice
• Migrate to Treelite 4.0 (#5701) @hcho3
• Use cuda::proclaim_return_type on device lambdas. (#5696) @bdice
• move _process_generic to base_return_types, avoid circular import (#5695) @dcolinmorgan
• Switch to scikit-build-core (#5693) @vyasr
• Fix all deprecated function calls in TUs where warnings are errors (#5692) @vyasr
• Remove CUML_BUILD_WHEELS and standardize Python builds (#5689) @vyasr
• Forward-merge branch-23.12 to branch-24.02 (#5657) @bdice
• Add cuML devcontainers (#5568) @trxcllnt

🔗 Links

• Development Branch
• Compare with main branch

🐛 Bug Fixes

• Update pre-commit-hooks to v0.0.3 (#5816) @KyleFromNVIDIA
• Remove use of cudf.core.column.full. (#5794) @bdice
• Suppress all HealthChecks on test_split_datasets. (#5791) @bdice
• Suppress a hypothesis HealthCheck on test_split_datasets that fails in nightly CI. (#5790) @bdice
• [BUG] Fix MAX_THREADS_PER_SM on sm 89. (#5785) @trivialfis
• fix device to host copy not sync stream in logistic regression mg (#5766) @lijinf2
• Use cudf.Index instead of cudf.GenericIndex. (#5738) @bdice
• update RAPIDS dependencies to 24.4, refactor dependencies.yaml (#5726) @jameslamb

🚀 New Features

• Support CUDA 12.2 (#5711) @jameslamb

🛠️ Improvements

• Update script input name (#5802) @AyodeAwe
• Add upper bound to prevent usage of NumPy 2 (#5797) @bdice
• Enable pytest failures on warnings from cudf (#5796) @mroeschke
• Use public cudf APIs where possible (#5795) @mroeschke
• Remove hard-coding of RAPIDS version where possible (#5793) @KyleFromNVIDIA
• Switch pytest-xdist algorithm to worksteal (#5792) @bdice
• Automate C++ include file grouping and ordering using clang-format (#5787) @harrism
• Add support for Python 3.11, require NumPy 1.23+ (#5786) @jameslamb
• [ENH] Let cuDF handle input types for label encoder. (#5783) @trivialfis
• Install test dependencies at the same time as cuml packages. (#5781) @bdice
• Update devcontainers to CUDA Toolkit 12.2 (#5778) @trxcllnt
• target branch-24.04 for GitHub Actions workflows (#5776) @jameslamb
• Add environment-agnostic scripts for running ctests and pytests (#5761) @trxcllnt
• Pandas 2.x support (#5758) @dantegd
• Update ops-bot.yaml (#5752) @AyodeAwe
• Forward-merge branch-24.02 to branch-24.04 (#5735) @bdice
• Replace local copyright check with pre-commit-hooks verify-copyright (#5732) @KyleFromNVIDIA
• DBSCAN utilize rbc eps_neighbors (#5728) @mfoerste4

🚨 Breaking Changes

• [LogisticRegressionMG] Support sparse vectors (#5632) @lijinf2

🐛 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 managing dask versions (#5649) @galipremsagar
• Simplify some logic in LabelEncoder (#5648) @vyasr
• Increase Nanny close timeout in LocalCUDACluster tests (#5636) @pentschev
• [LogisticRegressionMG] Support sparse vectors (#5632) @lijinf2
• Add rich HTML representation to estimators (#5630) @betatim
• Unpin dask and distributed for 23.12 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

🔗 Links

• Development Branch
• Compare with main branch

🚨 Breaking Changes

• Update to CCCL 2.2.0. (#5702) @bdice
• Switch to scikit-build-core (#5693) @vyasr

🐛 Bug Fixes

• Synchronize stream in SVC memory test (#5729) @wphicks
• Fix shared-workflows repo name (#5723) @raydouglass
• Fix cupy dependency in pyproject.toml (#5705) @vyasr
• Only cufft offers a static_nocallback version of the library (#5703) @robertmaynard

🛠️ Improvements

• Remove usages of rapids-env-update (#5716) @KyleFromNVIDIA
• Remove extraneous SKBUILD_BUILD_OPTIONS (#5714) @vyasr
• refactor CUDA versions in dependencies.yaml (#5712) @jameslamb
• Update to CCCL 2.2.0. (#5702) @bdice
• Use cuda::proclaim_return_type on device lambdas. (#5696) @bdice
• move _process_generic to base_return_types, avoid circular import (#5695) @dcolinmorgan
• Switch to scikit-build-core (#5693) @vyasr
• Fix all deprecated function calls in TUs where warnings are errors (#5692) @vyasr
• Remove CUML_BUILD_WHEELS and standardize Python builds (#5689) @vyasr
• Forward-merge branch-23.12 to branch-24.02 (#5657) @bdice
• Add cuML devcontainers (#5568) @trxcllnt

🚨 Breaking Changes

• add sample_weight parameter to dbscan.fit (#5574) @mfoerste4
• Update to Cython 3.0.0 (#5506) @vyasr

🐛 Bug Fixes

• Fix accidental unsafe cupy import (#5613) @dantegd
• Fixes for CPU package (#5599) @dantegd
• Fixes for timeouts in tests (#5598) @dantegd

🚀 New Features

• Enable cuml-cpu nightly (#5585) @dantegd
• add sample_weight parameter to dbscan.fit (#5574) @mfoerste4

🛠️ Improvements

• cuml-cpu notebook, docs and cluster models (#5597) @dantegd
• Pin dask and distributed for 23.10 release (#5592) @galipremsagar
• Add changes for early experimental support for dataframe interchange protocol API (#5591) @dantegd
• [FEA] Support L1 regularization and ElasticNet in MNMG Dask LogisticRegression (#5587) @lijinf2
• Update image names (#5586) @AyodeAwe
• Update to clang 16.0.6. (#5583) @bdice
• Upgrade to Treelite 3.9.1 (#5581) @hcho3
• Update to doxygen 1.9.1. (#5580) @bdice
• [REVIEW] Adding a few of datasets for benchmarking (#5573) @vinaydes
• Allow cuML MNMG estimators to be serialized (#5571) @viclafargue
• [FEA] Support multiple classes in multi-node-multi-gpu logistic regression, from C++, Cython, to Dask Python class (#5565) @lijinf2
• Use copy-pr-bot (#5563) @ajschmidt8
• Unblock CI for branch-23.10 (#5561) @csadorf
• Fix CPU-only build for new FIL (#5559) @hcho3
• [FEA] Support no regularization in MNMG LogisticRegression (#5558) @lijinf2
• Unpin dask and distributed for 23.10 development (#5557) @galipremsagar
• Branch 23.10 merge 23.08 (#5547) @vyasr
• Use Python builtins to prep benchmark tmp_dir (#5537) @jakirkham
• Branch 23.10 merge 23.08 (#5522) @vyasr
• Update to Cython 3.0.0 (#5506) @vyasr

🔗 Links

• Development Branch
• Compare with main branch

🐛 Bug Fixes

• 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
• Use new rapids-dask-dependency metapackage for managing dask versions (#5649) @galipremsagar
• Simplify some logic in LabelEncoder (#5648) @vyasr
• Increase Nanny close timeout in LocalCUDACluster tests (#5636) @pentschev
• Add rich HTML representation to estimators (#5630) @betatim
• Unpin dask and distributed for 23.12 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

🚨 Breaking Changes

• Stop using setup.py in build.sh (#5500) @vyasr
• Add copy_X parameter to LinearRegression (#5495) @viclafargue

🐛 Bug Fixes

• Update dependencies.yaml test_notebooks to include dask_ml (#5545) @taureandyernv
• Fix cython-lint issues. (#5536) @bdice
• Skip rf_memleak tests (#5529) @dantegd
• Pin hdbscan to fix pytests in CI (#5515) @dantegd
• Fix UMAP and simplicial set functions metric (#5490) @viclafargue
• Fix test_masked_column_mode (#5480) @viclafargue
• Use fit_predict rather than fit for KNeighborsClassifier and KNeighborsRegressor in benchmark utility (#5460) @beckernick
• Modify HDBSCAN membership_vector batch_size check (#5455) @tarang-jain

🚀 New Features

• Use rapids-cmake testing to run tests in parallel (#5487) @robertmaynard
• [FEA] Update MST Reduction Op (#5386) @tarang-jain
• cuml: Build CUDA 12 packages (#5318) @vyasr
• CI: Add custom GitHub Actions job to run clang-tidy (#5235) @csadorf

🛠️ Improvements

• Pin dask and distributed for 23.08 release (#5541) @galipremsagar
• Remove Dockerfile. (#5534) @bdice
• Improve temporary directory handling in cuML (#5527) @jakirkham
• Support init arguments in MNMG LogisticRegression (#5519) @lijinf2
• Support predict in MNMG Logistic Regression (#5516) @lijinf2
• Remove unused matrix.cuh and math.cuh headers to eliminate deprecation warnings. (#5513) @bdice
• Update gputreeshap to use rapids-cmake. (#5512) @bdice
• Remove raft specializations includes. (#5509) @bdice
• Revert CUDA 12.0 CI workflows to branch-23.08. (#5508) @bdice
• Enable wheels CI scripts to run locally (#5507) @divyegala
• Default to nproc for PARALLEL_LEVEL in build.sh. (#5505) @csadorf
• Fixed potential overflows in SVM, minor adjustments to nvtx ranges (#5504) @mfoerste4
• Stop using setup.py in build.sh (#5500) @vyasr
• Fix PCA test (#5498) @viclafargue
• Update build dependencies (#5496) @csadorf
• Add copy_X parameter to LinearRegression (#5495) @viclafargue
• Sparse pca patch (#5493) @Intron7
• Restrict HDBSCAN metric options to L2 #5415 (#5492) @Rvch7
• Fix typos. (#5481) @bdice
• Add multi-node-multi-gpu Logistic Regression in C++ (#5477) @lijinf2
• Add missing stream argument to cub calls in workingset (#5476) @mfoerste4
• Update to CMake 3.26.4 (#5464) @vyasr
• use rapids-upload-docs script (#5457) @AyodeAwe
• Unpin dask and distributed for development (#5452) @galipremsagar
• Remove documentation build scripts for Jenkins (#5450) @ajschmidt8
• Fix update version and pinnings for 23.08. (#5440) @bdice
• Add cython-lint configuration. (#5439) @bdice
• Unpin scikit-build upper bound (#5438) @vyasr
• Fix some deprecation warnings in tests. (#5436) @bdice
• Update raft::sparse::distance::pairwise_distance to new API (#5428) @divyegala

🔗 Links

• Development Branch
• Compare with main branch

🚨 Breaking Changes

• Update to Cython 3.0.0 (#5506) @vyasr

🛠️ Improvements

• Use copy-pr-bot (#5563) @ajschmidt8
• Unpin dask and distributed for 23.10 development (#5557) @galipremsagar
• Branch 23.10 merge 23.08 (#5547) @vyasr
• Use Python builtins to prep benchmark tmp_dir (#5537) @jakirkham
• Branch 23.10 merge 23.08 (#5522) @vyasr
• Update to Cython 3.0.0 (#5506) @vyasr