GMM_t Derived Type

type, public :: GMM_t

Components

Type	Visibility	Attributes		Name		Initial
logical,	public		::	initialized	=	.false.
logical,	public		::	with_kmeans
integer,	public		::	ndims
integer,	public		::	nclusters
integer,	public		::	max_nclusters
integer,	public		::	maxiters
real(kind=RP),	public		::	mutol
real(kind=RP),	public		::	lltol
real(kind=RP),	public		::	zerotol
real(kind=RP),	public		::	logL
real(kind=RP),	public,	allocatable	::	prob(:,:)
real(kind=RP),	public,	pointer, contiguous	::	centroids(:,:)
type(GaussianList_t),	public		::	g
type(kMeans_t),	public		::	kmeans

Finalization Procedures

final :: GMM_final

private subroutine GMM_final(self)

Arguments

Type	Intent	Optional	Attributes		Name
type(GMM_t),	intent(inout)			::	self

Type-Bound Procedures

procedure, public :: init => GMM_init

private subroutine GMM_init(self, ndims, nclusters, maxiters, collapse_tol, logl_tol, zero_tol)

Arguments

Type	Intent	Optional	Attributes		Name
class(GMM_t),	intent(inout)			::	self
integer,	intent(in)			::	ndims
integer,	intent(in)			::	nclusters
integer,	intent(in),	optional		::	maxiters
real(kind=RP),	intent(in),	optional		::	collapse_tol
real(kind=RP),	intent(in),	optional		::	logl_tol
real(kind=RP),	intent(in),	optional		::	zero_tol

procedure, public :: fit => GMM_fit

private subroutine GMM_fit(self, x, info, centroids, reset, adapt, from_kmeans)

Arguments

Type	Intent	Optional	Attributes		Name
class(GMM_t),	intent(inout)			::	self
real(kind=RP),	intent(in)			::	x(:,:)
integer,	intent(out),	optional		::	info
real(kind=RP),	intent(in),	optional		::	centroids(self%ndims,self%max_nclusters)
logical,	intent(in),	optional		::	reset
logical,	intent(in),	optional		::	adapt
logical,	intent(in),	optional		::	from_kmeans

procedure, public :: predict => GMM_predict

private subroutine GMM_predict(self, x, info)

Arguments

Type	Intent	Optional	Attributes		Name
class(GMM_t),	intent(inout)			::	self
real(kind=RP),	intent(in)			::	x(:,:)
integer,	intent(out),	optional		::	info