Emulators

This part of scikit-learn_bench contains emulators - sklearn-like estimators wrapping other non-compliant frameworks' APIs.

Emulators are specified in configs using full module path and emulator name, for example:

{ "library": "sklbench.emulators.svs", "estimator": "NearestNeighbors" }

Emulators list

Library	Emulator name	Supported methods	Wrapped entity
Faiss	NearestNeighbors	fit, kneighbors	FlatL2, IVFFlat and IVFPQ index search. Supports both cpu and gpu devices.
RAFT	NearestNeighbors	fit, kneighbors	FlatL2, IVFFlat, IVFPQ and CAGRA index search.
SVS	NearestNeighbors	fit, kneighbors	Vamana index search.

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