relevanceai.operations.dr.models.pca

Module Contents

class relevanceai.operations.dr.models.pca.PCA(**kwargs)

Using verbose loguru as base logger for now

fit(self, vectors: numpy.ndarray, dims: int = 3, *args, **kw)

fit_transform(self, vectors: numpy.ndarray, dr_args: Optional[Dict[Any, Any]] = DIM_REDUCTION_DEFAULT_ARGS['pca'], dims: int = 3) → numpy.ndarray