rapidsai/cuml v26.02.00

on GitHub

What's Changed

🚨 Breaking Changes

• Simplify type reflection implementation by @jcrist in #7539
• Deprecate TotalIters for SVC/SVR by @jcrist in #7612
• Deprecate handle from public APIs by @jcrist in #7628
• Don't coerce output_type=None to global output_type in __init__ by @jcrist in #7649
• Remove unused QR decomposition MG code by @JohnZed in #7687
• Use train_test_split from scikit-learn by @betatim in #7667

🐛 Bug Fixes

• Don't link to cumlprims_mg when MG is turned off by @robertmaynard in #7583
• UMAP fix int32 overflow causing illegal mem access by @aamijar in #7587
• Explicitly initialize uninitialized SvmParameter fields in SVC constructor by @dantegd in #7604
• Use a generated dataset in place of the actual Covertype dataset. by @csadorf in #7634
• Remove reliance on remote datasets in tests by @csadorf in #7637
• Use synthetic dataset in BERTopic wheel integration tests. by @csadorf in #7644
• Refactor pointer comparison in check_ptr function for input validation by @csadorf in #7636
• Add XGBoost back to tests by @dantegd in #7653
• xfail check_estimators spectral embedding tests by @aamijar in #7677
• Update RMM memory resource APIs to use ref-based equivalents by @bdice in #7668
• Xfail test 'test_tsne_distance_metrics_on_sparse_input' by @csadorf in #7681
• Use NCCL for Dask kNN and DBSCAN by @viclafargue in #7574
• Mark some SpectralEmbedding() common test_estimators tests as flaky. by @csadorf in #7686
• Handle new sklearn LARS error message in test_typeerror_input by @csadorf in #7694
• Build.sh now support custom LIBCUML_BUILD_DIR value by @robertmaynard in #7582
• Fix UMAP outliers when random_state is given by @jinsolp in #7597
• Work-around sentence-transformer regression in BERTopic integration tests and do not fail test runs on integration tests by @csadorf in #7715
• classlabels utils refactor by @viclafargue in #7691

📖 Documentation

• DOC Rework LinearRegression documentation by @virchan in #7218
• k-means++ documented as a init option by @aamijar in #7615
• Add general XGBoost demo notebook by @dantegd in #7601
• Add security warnings to model serialization/deserialization notebook. by @csadorf in #7661

🚀 New Features

• Use CCCL's mdspan implementation by @divyegala in #7555
• TargetEncoder in cuml.accel by @aamijar in #7476

🛠️ Improvements

• Forward merge release/25.12 into main by @jcrist in #7519
• Use strict priority in CI conda tests by @bdice in #7524
• CI: Do not automatically update the release field of linked issues. by @csadorf in #7521
• Remove verbose descriptor by @jcrist in #7527
• Forward merge release/25.12 into main by @jcrist in #7531
• CI: Improve PR target release automation by @csadorf in #7511
• CI: Add or adjust job-specific timeouts for GHA test jobs by @csadorf in #7533
• Forward-merge release/25.12 into main by @csadorf in #7537
• CI: Fail PR auto assignment gracefully. by @csadorf in #7558
• Use strict priority in CI conda tests by @bdice in #7559
• Adjust CI timeouts by @jcrist in #7563
• use CUDA-suffixed XGBoost wheels by @jameslamb in #7550
• MNT: Remove unused legacy spectral.cu by @mani-builds in #7556
• Remove alpha specs from non-RAPIDS dependencies by @bdice in #7568
• Enable merge barriers by @KyleFromNVIDIA in #7579
• Update to numba-cuda >=0.22.1,<0.23.0 by @brandon-b-miller in #7549
• Forward merge release/25.12 into main by @jcrist in #7592
• Add devcontainer fallback for C++ test location by @bdice in #7596
• Add lower bound to dask-ml>=2024 by @bdice in #7600
• Forward cuml.accel logging to subprocesses by @jcrist in #7602
• Improved condense hierarchy of HDBSCAN by @jinsolp in #7459
• Isolating test_umap_outliers from precomputed kNN issues by @jinsolp in #7594
• Fix scikit-learn 1.8 test incompatibilities by @csadorf in #7589
• Prepare cuml for removal of deprecated raft apis by @aamijar in #7561
• Require scipy>=1.13.0. by @csadorf in #7605
• Remove deprecations for 26.02 by @jcrist in #7613
• Remove deprecated normalize parameter by @jcrist in #7611
• Update cuML to C++20 by @divyegala in #7619
• Avoid deprecated conversion of numpy array->scalar by @jcrist in #7618
• Updating UMAP random_state doc by @viclafargue in #7590
• Add warning in UMAP for nondeterministic behavior when build_algo=nn_descent by @jinsolp in #7620
• FIX Remove custom CUDA kernels from naive bayes estimators by @betatim in #7424
• Bypass data allocation to GPU given precomputed knn in UMAP by @jinsolp in #7566
• Attempt to find cmake-format-rapids-cmake.json in cpp/latest by @divyegala in #7626
• Optional seed spectral embedding by @aamijar in #7608
• Cleanup naive bayes by @jcrist in #7623
• Don't fail on cuda.core.experimental deprecation warnings by @jcrist in #7629
• Empty commit to trigger a build by @bdice in #7630
• Move cumlprims_mg into cuML by @dantegd in #7585
• CI Make nightly cuml.accel integration test stricter by @betatim in #7631
• Use SPDX license identifiers in pyproject.toml, bump build dependency floors by @jameslamb in #7641
• Require scikit-learn>=1.5 by @csadorf in #7606
• remove unused test dependency 'tenacity' by @jameslamb in #7645
• Add CUDA 13.1 support by @bdice in #7610
• Remove cumlprims from clang-format by @bdice in #7647
• Use cuvs spectral clustering dataset api by @aamijar in #7625
• CI: Add notebook tests to nightly tests by @csadorf in #7567
• Address sklearn deprecation warnings by @csadorf in #7371
• Remove cutlass reference in unused header by @divyegala in #7655
• Add LedoitWolf covariance estimator by @will-hill in #7548
• Update input_utils CI tests to account for cuDF update by @viclafargue in #7660
• build and test against CUDA 13.1.0 by @jameslamb in #7650
• Empty commit to trigger a build by @jameslamb in #7666
• Use main shared-workflows branch by @jameslamb in #7682
• Use saga solver in test_logistic_regression test function. by @csadorf in #7670
• Mirror input mem type for nn_descent algo in HDBSCAN by @jinsolp in #7614
• Avoid installing CCCL headers in wheels by @divyegala in #7662
• CI Add a nightly job that uses scikit-learn's nightlies by @betatim in #7621
• UMAP with int64_t spectral initialization by @aamijar in #7586
• UMAP custom init by @viclafargue in #7651
• Support older IPython versions for cuml.accel magics by @jcrist in #7675
• wheel builds: react to changes in pip's handling of build constraints by @mmccarty in #7693
• Use all-neighbors brute force in UMAP and deprecate build_kwds args to be consistent with HDBSCAN by @jinsolp in #7698
• fix(build): build package on merge to release/* branch by @gforsyth in #7719
• UMAP inverse transform by @viclafargue in #7674
• Fallback to numba-cuda with no extra CUDA packages if 'cuda_suffixed' isn't true by @trxcllnt in #7721
• Add precomputed kernel support in SVM by @viclafargue in #7616
• Document support for and limitations of TargetEncoder in cuml.accel. by @csadorf in #7741

New Contributors

• @virchan made their first contribution in #7218
• @mani-builds made their first contribution in #7556
• @will-hill made their first contribution in #7548
• @mmccarty made their first contribution in #7693

Full Changelog: v26.02.00a...v26.02.00