rapidsai/cuml issues and pull requests

#6117 - [BUG] cuml.cluster.HDBSCAN.fit_predict (GPU accelerated) is slower than hdbscan.HDBSCAN.fit_predict (CPU only)!

Issue - State: closed - Opened by sava-1729 4 months ago - 1 comment
Labels: bug, ? - Needs Triage

#6116 - [BUG]

Issue - State: closed - Opened by esmnralican 4 months ago
Labels: bug, ? - Needs Triage

#6115 - [FEA] Obtaining individual tree results of a random forest

Issue - State: closed - Opened by YuelingMa0 4 months ago - 5 comments
Labels: feature request, cuml-cpu

#6114 - [FEA]fastica

Issue - State: open - Opened by mahsalotfollahi 4 months ago
Labels: feature request, ? - Needs Triage

#6113 - Test Ubuntu 24.04 in CI workflows.

Pull Request - State: closed - Opened by bdice 4 months ago - 1 comment
Labels: 5 - DO NOT MERGE, improvement, non-breaking

#6112 - [QST] How to Run Multiple Concurrent Tasks on a GPU in Dask cuML

Issue - State: closed - Opened by mnlcarv 4 months ago - 3 comments
Labels: question, ? - Needs Triage

#6111 - print sccache stats in builds

Pull Request - State: closed - Opened by jameslamb 4 months ago - 1 comment
Labels: improvement, non-breaking, ci

#6110 - [BUG] Multi-GPU DBSCAN is broken

Issue - State: open - Opened by vikcost 4 months ago - 4 comments
Labels: bug, ? - Needs Triage

#6109 - FIX Move logistic regression parameter validation to fit()

Pull Request - State: open - Opened by betatim 4 months ago
Labels: Cython / Python

#6108 - Enable HDBSCAN `gpu` training and `cpu` inference

Pull Request - State: closed - Opened by divyegala 4 months ago - 1 comment
Labels: feature request, conda, Cython / Python, non-breaking

#6107 - TST Add basic common test infrastructure

Pull Request - State: open - Opened by betatim 4 months ago - 1 comment
Labels: Cython / Python

#6105 - [TRACKER] Ensure that estimator classes do not perform parameter validation on construction

Issue - State: open - Opened by csadorf 4 months ago - 2 comments
Labels: Tracker, Tech Debt, improvement, cuml-cpu

#6102 - Add `as_sklearn` and `from_sklearn` APIs to serialize to CPU sklearn-estimators for supported models

Pull Request - State: closed - Opened by dantegd 4 months ago - 4 comments
Labels: feature request, Cython / Python, non-breaking

#6101 - Make `get_param_names` a class method on single GPU estimators to match Scikit-learn closer

Pull Request - State: closed - Opened by dantegd 4 months ago - 7 comments
Labels: Cython / Python, improvement, non-breaking

#6091 - [BUG] n_neighbors should be smaller than the graph degree computed by nn descent

Issue - State: open - Opened by thorstenwagner 4 months ago - 8 comments
Labels: bug, ? - Needs Triage, cuml-cpu

#6090 - [NO MRG] Test CI

Pull Request - State: closed - Opened by jakirkham 4 months ago
Labels: bug, Cython / Python, non-breaking

#6089 - SVM cpu/gpu interop

Pull Request - State: open - Opened by viclafargue 4 months ago - 2 comments
Labels: Cython / Python, cuml-cpu

#6088 - Fix train_test_split for string columns

Pull Request - State: open - Opened by dantegd 4 months ago
Labels: bug, Cython / Python, non-breaking

#6087 - [QST] How to set cuml for clustering under Jetson Orin NX board based on arm64.

Issue - State: open - Opened by anrkq1024 4 months ago
Labels: question, ? - Needs Triage

#6086 - Forward-merge branch-24.10 into branch-24.12

Pull Request - State: closed - Opened by rapids-bot[bot] 4 months ago - 1 comment
Labels: conda

#6085 - Migrate to use cuVS for vector search

Pull Request - State: open - Opened by benfred 4 months ago - 2 comments
Labels: conda, Cython / Python, non-breaking, CMake, CUDA/C++, ci

#6084 - [WIP] Update all rmm imports to use pylibrmm/librmm

Pull Request - State: open - Opened by Matt711 4 months ago
Labels: Cython / Python

#6083 - Merge branch 24.10 into branch 24.12

Pull Request - State: closed - Opened by jameslamb 4 months ago - 1 comment
Labels: conda, improvement, non-breaking, ci

#6082 - Support all-zeroes feature vectors for MG sparse logistic regression

Pull Request - State: open - Opened by lijinf2 4 months ago - 1 comment
Labels: Cython / Python, improvement, non-breaking, CUDA/C++

#6081 - Update update-version.sh to use packaging lib

Pull Request - State: closed - Opened by AyodeAwe 5 months ago
Labels: improvement, non-breaking, ci

#6080 - [QST]Why is cuml GPU dozens of times slower than scikit-learn CPU in Lasso，Ridge and ElasticNet models?

Issue - State: open - Opened by JiayuChen02 5 months ago - 2 comments
Labels: question, ? - Needs Triage

#6079 - Forward-merge branch-24.10 into branch-24.12

Pull Request - State: closed - Opened by rapids-bot[bot] 5 months ago - 1 comment
Labels: conda, ci

#6078 - Switch to native traceback in `cuml`

Pull Request - State: closed - Opened by galipremsagar 5 months ago - 12 comments
Labels: Cython / Python, improvement, non-breaking

#6077 - Forward-merge branch-24.10 into branch-24.12

Pull Request - State: closed - Opened by rapids-bot[bot] 5 months ago - 1 comment
Labels: Cython / Python

#6076 - Stop shadowing free function

Pull Request - State: closed - Opened by vyasr 5 months ago - 2 comments
Labels: bug, Cython / Python, non-breaking

#6075 - [BUG] pairwise_distances calculate the wrong answer

Issue - State: closed - Opened by QuotoAstro 5 months ago - 1 comment
Labels: bug, ? - Needs Triage

#6074 - [QST] list of cuml-cpu available module

Issue - State: open - Opened by busFred 5 months ago - 2 comments
Labels: question, ? - Needs Triage

#6073 - refactor memory ownership svm

Pull Request - State: open - Opened by mfoerste4 5 months ago - 2 comments
Labels: Cython / Python, Tech Debt, improvement, non-breaking, CUDA/C++

#6071 - Update fmt (to 11.0.2) and spdlog (to 1.14.1), add those libraries to libcuml conda host dependencies

Pull Request - State: closed - Opened by jameslamb 5 months ago - 2 comments
Labels: conda, improvement, non-breaking

#6069 - [BUG] model save problem in cuml

Issue - State: open - Opened by skyqwe123 5 months ago - 1 comment
Labels: bug, ? - Needs Triage, cuml-cpu

#6068 - [BUG] UMAP(n_epochs=n) transform fails for 1 and 2

Issue - State: open - Opened by lmeyerov 5 months ago - 2 comments
Labels: bug, ? - Needs Triage

#6066 - [BUG] Ridge Regressor, solver='cd' resulted in no algorithm has been implemented

Issue - State: open - Opened by AquifersBSIM 5 months ago - 1 comment
Labels: bug, ? - Needs Triage

#6065 - Fix Dask estimators serialization prior to training

Pull Request - State: closed - Opened by viclafargue 5 months ago - 4 comments
Labels: bug, conda, Cython / Python, non-breaking, ci

#6061 - Add license file to conda packages

Pull Request - State: closed - Opened by raydouglass 5 months ago - 1 comment
Labels: bug, conda, non-breaking

#6059 - Use raft current_resource wrappers

Pull Request - State: closed - Opened by harrism 5 months ago
Labels: feature request, non-breaking, CUDA/C++

#6054 - [QST]Train random forest with large dataset

Issue - State: open - Opened by SiriusHou 5 months ago - 2 comments
Labels: question, ? - Needs Triage

#6050 - [BUG] Diagnose `pytest cuml-dask` hang in CUDA 12.5 wheel CI tests

Issue - State: closed - Opened by divyegala 5 months ago - 3 comments
Labels: bug, Cython / Python, Dask / cuml.dask

#6045 - [FEA] Add new lanczos solver to UMAP for spectral initialization

Issue - State: open - Opened by aamijar 6 months ago
Labels: feature request, ? - Needs Triage, improvement, cuml-cpu

#6045 - [FEA] Add new lanczos solver to UMAP for spectral initialization

Issue - State: open - Opened by aamijar 6 months ago
Labels: feature request, ? - Needs Triage, improvement, cuml-cpu

#6042 - add docs for simplicial_set

Pull Request - State: closed - Opened by Intron7 6 months ago - 9 comments
Labels: doc, non-breaking

#6039 - [don't merge] for testing compilation with raft

Pull Request - State: closed - Opened by rhdong 6 months ago - 1 comment
Labels: CMake, CUDA/C++

#6036 - [DOC] Add simplicial_set_embedding & fuzzy_simplicial_set

Issue - State: closed - Opened by Intron7 6 months ago
Labels: ? - Needs Triage, doc

#6028 - Remove old dask-glm based logistic regression

Pull Request - State: open - Opened by dantegd 6 months ago - 1 comment
Labels: conda, Cython / Python, improvement, breaking

#6026 - [FEA]Access Individual RandomForestRegressor Trees

Issue - State: closed - Opened by BonnieRuefenacht 6 months ago - 5 comments
Labels: feature request, ? - Needs Triage

#6024 - [BUG] UMAP fails to correctly embed small datasets when `random_state` is not set.

Issue - State: open - Opened by kc-howe 6 months ago - 5 comments
Labels: bug, ? - Needs Triage, cuml-cpu

#6023 - Dropping CMake install in ARM wheel tests?

Issue - State: closed - Opened by jakirkham 6 months ago - 1 comment

#6018 - [BUG] Wrong cuda version is derived, causing "No module named 'pynvjitlink'"

Issue - State: open - Opened by maxiuw 6 months ago
Labels: bug, ? - Needs Triage

#6017 - [BUG] cudf Series code failing: "TypeError: use cudf.Series._from_data"

Issue - State: open - Opened by jameslamb 6 months ago
Labels: bug, ? - Needs Triage

#6016 - Update pre-commit hooks

Pull Request - State: open - Opened by KyleFromNVIDIA 6 months ago
Labels: improvement, non-breaking

#6015 - [FEA] Incremental version of dbscan and hdbscan

Issue - State: open - Opened by PrinceP 6 months ago
Labels: feature request, ? - Needs Triage

#6014 - Improve update-version.sh

Pull Request - State: open - Opened by bdice 6 months ago
Labels: improvement, non-breaking, ci

#6013 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by rapids-bot[bot] 6 months ago - 1 comment

#6012 - Use tool.scikit-build.cmake.version, set scikit-build-core minimum-version

Pull Request - State: open - Opened by jameslamb 6 months ago - 4 comments
Labels: conda, Cython / Python, improvement, non-breaking

#6011 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by rapids-bot[bot] 6 months ago - 2 comments
Labels: Cython / Python

#6010 - [FEA] Changing `COO` `Index_Type` in UMAP to prevent overflow when running with large datasets

Issue - State: open - Opened by jinsolp 6 months ago
Labels: feature request, ? - Needs Triage

#6009 - Add support for XGBoost UBJSON in FIL

Pull Request - State: closed - Opened by hcho3 6 months ago - 2 comments
Labels: Cython / Python, improvement, non-breaking

#6008 - [BUG] `forest_inference_demo.ipynb` is broken

Issue - State: closed - Opened by jameslamb 6 months ago - 1 comment
Labels: bug, ? - Needs Triage

#6007 - [RELEASE] cuml v24.08

Pull Request - State: closed - Opened by raydouglass 6 months ago - 2 comments
Labels: conda, Cython / Python, CMake, CUDA/C++, ci

#6006 - WIP: split wheel into libcuml and cuml

Pull Request - State: closed - Opened by msarahan 6 months ago - 1 comment
Labels: Cython / Python, CMake, ci

#6005 - [QST] Is using a Scikit Learn TargetEncoder in a cuML Pipeline possible?

Issue - State: open - Opened by ZeroCool2u 6 months ago
Labels: question, ? - Needs Triage, cuml-cpu

#6004 - [DOC] Add cuML Pipeline Documentation

Issue - State: open - Opened by ZeroCool2u 6 months ago
Labels: ? - Needs Triage, doc

#6003 - [FEA] Add target_type to cuML TargetEncoder

Issue - State: open - Opened by ZeroCool2u 6 months ago
Labels: feature request, ? - Needs Triage

#6002 - [FEA] Add TimeSeriesSplit

Issue - State: open - Opened by ZeroCool2u 6 months ago
Labels: feature request, ? - Needs Triage

#6001 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by rapids-bot[bot] 6 months ago - 1 comment
Labels: Cython / Python, CUDA/C++

#6000 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by rapids-bot[bot] 6 months ago - 1 comment
Labels: Cython / Python

#5999 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by rapids-bot[bot] 6 months ago - 1 comment
Labels: Cython / Python

#5998 - [QST] Can cuml use multiple cores if GPU fails?

Issue - State: open - Opened by MikeB2019x 6 months ago - 1 comment
Labels: question, ? - Needs Triage

#5997 - [QST] How to save/export model as .ONNX ?

Issue - State: open - Opened by 4budab1 6 months ago - 3 comments
Labels: question, ? - Needs Triage, cuml-cpu

#5996 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by rapids-bot[bot] 6 months ago - 1 comment
Labels: Cython / Python

#5995 - [TASK] Simplification of input processing code

Issue - State: open - Opened by dantegd 6 months ago
Labels: feature request, ? - Needs Triage

#5994 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by rapids-bot[bot] 6 months ago - 1 comment
Labels: Cython / Python

#5993 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by rapids-bot[bot] 6 months ago - 1 comment
Labels: Cython / Python, CUDA/C++

#5992 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by rapids-bot[bot] 6 months ago - 1 comment
Labels: ci

#5991 - [BUG] cudf.pandas causes issues with sklearn Random Forest in cuML's pytests

Issue - State: open - Opened by dantegd 6 months ago
Labels: bug, ? - Needs Triage, cuml-cpu

#5990 - Fixes for encoders/transformers for cudf.pandas

Pull Request - State: closed - Opened by dantegd 6 months ago - 1 comment
Labels: bug, Cython / Python, non-breaking

#5989 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by rapids-bot[bot] 6 months ago - 1 comment
Labels: Cython / Python

#5988 - Kernel PCA: Python and Benchmarking Code

Pull Request - State: open - Opened by tomasjoh 6 months ago - 2 comments
Labels: Cython / Python, CMake

#5987 - Kernel PCA: C++ Algorithm Implementation

Pull Request - State: open - Opened by tomasjoh 6 months ago - 5 comments
Labels: feature request, non-breaking, CMake, CUDA/C++

#5986 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by rapids-bot[bot] 7 months ago - 1 comment
Labels: Cython / Python

#5985 - [TASK][FEA] Setting `build_algo=auto` as default for UMAP

Issue - State: open - Opened by jinsolp 7 months ago
Labels: feature request, ? - Needs Triage

#5984 - [QST] How to enable CPU-only inference for FIL

Issue - State: closed - Opened by Kaiyang-Chen 7 months ago - 4 comments
Labels: feature request, question, Experimental

#5983 - [QST] Encountering raft::cuda_error with cuML's RandomForestClassifier on GPU. (cp.cuda.Device(2).use())

Issue - State: open - Opened by m946107011 7 months ago - 1 comment
Labels: question, ? - Needs Triage

#5982 - [FEA] OPTICS clustering

Issue - State: open - Opened by astomer2 7 months ago - 1 comment
Labels: feature request, ? - Needs Triage

#5981 - Merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by jameslamb 7 months ago - 1 comment
Labels: 3 - Ready for Review, Cython / Python, improvement, non-breaking, CUDA/C++, ci

#5980 - BUG: remove sample parameter from pca call to mean

Pull Request - State: closed - Opened by mfoerste4 7 months ago - 4 comments
Labels: bug, non-breaking, CUDA/C++

#5979 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by rapids-bot[bot] 7 months ago - 3 comments
Labels: Cython / Python, CUDA/C++, ci

#5978 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by rapids-bot[bot] 7 months ago - 1 comment
Labels: Cython / Python

#5977 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by hcho3 7 months ago
Labels: conda, Cython / Python, ci

#5976 - Forward-merge branch-24.08 into branch-24.10

Pull Request - State: closed - Opened by rapids-bot[bot] 7 months ago - 1 comment
Labels: conda, Cython / Python, CMake, CUDA/C++

#5975 - Better communicate expectations of data order/contiguousness

Pull Request - State: open - Opened by viclafargue 7 months ago - 1 comment
Labels: Cython / Python

#5974 - split up CUDA-suffixed dependencies in dependencies.yaml

Pull Request - State: closed - Opened by jameslamb 7 months ago - 4 comments
Labels: Cython / Python, improvement, non-breaking, ci

#5973 - Fix segfault and other errors in ForestInference.load_from_sklearn

Pull Request - State: closed - Opened by hcho3 7 months ago - 1 comment
Labels: bug, Cython / Python, non-breaking

#5972 - Depend on librmm wheel

Pull Request - State: closed - Opened by KyleFromNVIDIA 7 months ago - 1 comment
Labels: Cython / Python, improvement, non-breaking

#5971 - Fix `check_labels` function

Pull Request - State: open - Opened by viclafargue 7 months ago - 6 comments
Labels: bug, Cython / Python, non-breaking

#5970 - Use workflow branch 24.08 again

Pull Request - State: closed - Opened by KyleFromNVIDIA 7 months ago - 5 comments
Labels: improvement, non-breaking

GitHub / rapidsai/cuml issues and pull requests