Anupam

Results 30 issues of Anupam

The ClusteringCondensingTest is not enabled. https://github.com/rapidsai/cuml/blob/main/cpp/tests/sg/hdbscan_test.cu#L228-L239 I've tried to reenable this test, however the test does not pass successfully.

bug
algo: hdbscan

Resolves https://github.com/rapidsai/cuml/issues/7554, Depends on https://github.com/rapidsai/cuvs/pull/1610 (CI won't pass until this is merged) What does this PR do? 1. Removes lingering **unused** raft headers that will be deprecated such as `#include...

improvement
non-breaking
CUDA/C++

Resolves https://github.com/rapidsai/cuml/issues/7225, Resolves https://github.com/rapidsai/cuml/issues/6910

improvement
non-breaking
CUDA/C++
algo: umap
algo: spectral-embedding

While working on the spectral embedding scale up with UMAP integration I came across cuda_illegal_memory_access that is also present in `init=random`. This is a separate issue that the one that...

bug
algo: umap

Tracker to determine which parts of cuml need to be updated in preparation of removal of deprecated raft apis.

https://github.com/rapidsai/cuml/blob/branch-25.12/python/cuml/cuml/cluster/kmeans.pyx#L55 I found that there is actually a kmeans++ initialization method in our KMeans implementation which works better than the other options for my use case, but it is not...

bug
cuml-accel
algo: kmeans

As we scale up spectral algorithms to larger datasets enabled by https://github.com/rapidsai/cuml/issues/7225 we should investigate opportunities to reduce peak memory usage throughout the algorithm. Specifically on the UMAP side, we...

improvement
algo: umap
algo: spectral-embedding

Resolves https://github.com/rapidsai/cuml/issues/7154 This PR adds support for TargetEncoder in cuml.accel. This feature was originally requested by the kaggle team. There are API differences between cuml and sklearn's implementation of TargetEncoder...

feature request
Cython / Python
non-breaking
cuml-accel

It could be useful to have a wrapper to call the raft make_blobs implementation so that it is easier to reproduce the same inputs in python and cpp. Currently the...

improvement

Test cugraph with https://github.com/rapidsai/raft/pull/2885