ML::SpectralEmbedding Namespace Reference

Classes
struct	params
	Parameters for spectral embedding algorithm. More...

Functions
cuvs::preprocessing::spectral_embedding::params	to_cuvs (ML::SpectralEmbedding::params &config)
void	transform (raft::resources const &handle, ML::SpectralEmbedding::params config, raft::device_matrix_view< float, int, raft::row_major > dataset, raft::device_matrix_view< float, int, raft::col_major > embedding)
void	transform (raft::resources const &handle, ML::SpectralEmbedding::params config, raft::device_coo_matrix_view< float, int, int, int > connectivity_graph, raft::device_matrix_view< float, int, raft::col_major > embedding)
void	transform (raft::resources const &handle, ML::SpectralEmbedding::params config, raft::device_vector_view< int, int > rows, raft::device_vector_view< int, int > cols, raft::device_vector_view< float, int > vals, raft::device_matrix_view< float, int, raft::col_major > embedding)

Function Documentation

to_cuvs()

cuvs::preprocessing::spectral_embedding::params ML::SpectralEmbedding::to_cuvs

(

ML::SpectralEmbedding::params &

config

)

transform() [1/3]

void ML::SpectralEmbedding::transform	(	raft::resources const &	handle,
		ML::SpectralEmbedding::params	config,
		raft::device_coo_matrix_view< float, int, int, int >	connectivity_graph,
		raft::device_matrix_view< float, int, raft::col_major >	embedding
	)

transform() [2/3]

void ML::SpectralEmbedding::transform	(	raft::resources const &	handle,
		ML::SpectralEmbedding::params	config,
		raft::device_matrix_view< float, int, raft::row_major >	dataset,
		raft::device_matrix_view< float, int, raft::col_major >	embedding
	)

transform() [3/3]

void ML::SpectralEmbedding::transform	(	raft::resources const &	handle,
		ML::SpectralEmbedding::params	config,
		raft::device_vector_view< int, int >	rows,
		raft::device_vector_view< int, int >	cols,
		raft::device_vector_view< float, int >	vals,
		raft::device_matrix_view< float, int, raft::col_major >	embedding
	)