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rapidsai / cuml

cuML - RAPIDS Machine Learning Library
https://docs.rapids.ai/api/cuml/stable/
Apache License 2.0
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BIRCH Clustering Implementation #4900

Open nlahaye opened 2 years ago

nlahaye commented 2 years ago

Is your feature request related to a problem? Please describe. I am currently using scikit-learn's version of BIRCH Clustering, but would like to port to cuML. I see there is currently no implementation of BIRCH.

Describe the solution you'd like A cuML implementation of BIRCH clustering

Describe alternatives you've considered For my research I have previously tested agglomerative clustering with all linkage types, spectral clustering, DBSCAN, BIRCH, and k-means. BIRCH clustering provides optimal results at the fastest speed. Agglomerative clustering with Ward's linkage performs well also, but is much slower.

Additional context Thank you much for your help!

github-actions[bot] commented 2 years ago

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