Inheritance diagram for faiss::VectorTransform:

Public Member Functions
	VectorTransform (int d_in=0, int d_out=0)
	! output dimension

virtual void	train (idx_t n, const float *x)

float *	apply (idx_t n, const float *x) const

virtual void	apply_noalloc (idx_t n, const float x, float xt) const =0
	same as apply, but result is pre-allocated

virtual void	reverse_transform (idx_t n, const float xt, float x) const

Detailed Description

Any transformation applied on a set of vectors

Definition at line 29 of file VectorTransform.h.

Member Function Documentation

float * VectorTransform::apply	(	Index::idx_t	n,
		const float *	x
	)		const

apply the random roation, return new allocated matrix

Parameters

x	size n * d_in

Definition at line 68 of file VectorTransform.cpp.

void VectorTransform::reverse_transform	(	idx_t	n,
		const float *	xt,
		float *	x
	)		const

virtual

reverse transformation. May not be implemented or may return approximate result

Definition at line 81 of file VectorTransform.cpp.

virtual

Perform training on a representative set of vectors. Does nothing by default.

Parameters

n	nb of training vectors
x	training vecors, size n * d

Definition at line 76 of file VectorTransform.cpp.

bool faiss::VectorTransform::is_trained

set if the LinearTransform does not require training, or if training is done already

Definition at line 43 of file VectorTransform.h.

The documentation for this struct was generated from the following files: