Add property setters for class HDBSCAN#657
Merged
lmcinnes merged 1 commit intoscikit-learn-contrib:masterfrom Oct 11, 2024
Merged
Add property setters for class HDBSCAN#657lmcinnes merged 1 commit intoscikit-learn-contrib:masterfrom
HDBSCAN#657lmcinnes merged 1 commit intoscikit-learn-contrib:masterfrom
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Interoperability is definitely worthwhile. Thanks for this. |
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@lmcinnes could you please cut a release with this feature commit included? |
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Oct 17, 2024
Until now, we supported all combinations of GPU/CPU interoperability except the one mentioned in the title. This was because the CPU HDBSCAN package was missing attribute setters. With scikit-learn-contrib/hdbscan#657, attribute setters are now available which allow us to transfer GPU trained attributes to the CPU model. This feature is available as part of `hdbscan=0.8.39` Authors: - Divye Gala (https://github.com/divyegala) Approvers: - Kyle Edwards (https://github.com/KyleFromNVIDIA) - Bradley Dice (https://github.com/bdice) - Dante Gama Dessavre (https://github.com/dantegd) - William Hicks (https://github.com/wphicks) URL: #6108
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This will enable interoperability between https://github.com/rapidsai/cuml GPU HDBSCAN implementation and allow us to transfer properties from the GPU model to the CPU model, letting a user train using GPU and predict using CPU.