#NEWLINE# def _apply( self , x , **kwargs ) : #NEWLINE# #INDENT# '\n        Applies this transform to a new set of vectors.\n\n        Parameters\n        ----------\n        x : ``(N, D)`` `ndarray`\n            Array to apply this transform to.\n\n        Returns\n        -------\n        transformed_x : ``(N, D)`` `ndarray`\n            The transformed array.\n        ' #NEWLINE# return ( np . dot ( x , self . linear_component . T ) + self . translation_component )