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cuml.accel autogluon sklearn RF slower than cuml.accel pure sklearn RF equivalent

Status: Open.

#7118 In rapidsai/cuml;

· ncclementi opened on Aug 15, 2025

Inform the user when an estimator falls back to CPU when using cuml.accel

Status: Open.

#7114 In rapidsai/cuml;

· ncclementi opened on Aug 14, 2025

[FEA] Support weights = distance for KNeighbors

feature requestNew feature or requestNew feature or request

Status: Open.

#7112 In rapidsai/cuml;

· ncclementi opened on Aug 13, 2025

[BUG] ~2X performance difference between cuml estimator vs cuml.accel for Random Forest

bugSomething isn't workingSomething isn't working

Status: Open.

#7111 In rapidsai/cuml;

· ncclementi opened on Aug 13, 2025

[BUG] Applying scikit-learn common estimator checks leads to <code>MemoryError</code>s that then multiply

bugSomething isn't workingSomething isn't working

Status: Open.

Bug

#7100 In rapidsai/cuml;

· betatim opened on Aug 8, 2025

Provided dedicated notebooks for cuml.accel

docDocumentationDocumentation

improvementImprovement / enhancement to an existing functionImprovement / enhancement to an existing function

Status: Open.

Enhancement

#7097 In rapidsai/cuml;

· csadorf opened on Aug 6, 2025

Improve the cuml.accel documentation

cuml-accelIssues related to cuml.accelIssues related to cuml.accel

docDocumentationDocumentation

Status: Open.

Enhancement

#7096 In rapidsai/cuml;

· csadorf opened on Aug 6, 2025

Improve the cuml.accel landing page

cuml-accelIssues related to cuml.accelIssues related to cuml.accel

docDocumentationDocumentation

Status: Open.

Enhancement

#7095 In rapidsai/cuml;

· csadorf opened on Aug 6, 2025

[FEA] Add support for TSNE(..., n_components=3)

feature requestNew feature or requestNew feature or request

Status: Open.

Enhancement

#7093 In rapidsai/cuml;

· ghuls opened on Aug 6, 2025

[BUG] (CPU) Memory leak in Random Forest

bugSomething isn't workingSomething isn't working

Status: Open.

Bug

#7089 In rapidsai/cuml;

· yannggn opened on Aug 5, 2025

[FEA] KFold for cuML &amp; cuDF

feature requestNew feature or requestNew feature or request

Status: Open.

Enhancement

#7088 In rapidsai/cuml;

· will-hill opened on Aug 5, 2025

Spectral Embedding precomputed graph python api

Status: Open.

Enhancement

#7081 In rapidsai/cuml;

· aamijar opened on Aug 4, 2025