matfaust::factparams::ParamsHierarchicalRectMatNoResCons Class Reference

This class defines the same parameterization as ParamsHierarchicalRectMat except that there is no constraint on the residual factors (cf. matfaust.proj.proj_id). More...

Public Member Functions
function	ParamsHierarchicalRectMatNoResCons (m, n, j, k, s, varargin)
	Class constructor. More...
Public Member Functions inherited from matfaust::factparams::ParamsHierarchicalRectMat
function	ParamsHierarchicalRectMat (m, n, j, k, s, varargin)
Public Member Functions inherited from matfaust::factparams::ParamsHierarchical
function	ParamsHierarchical (fact_constraints, res_constraints, stop_crit1, stop_crit2, varargin)
	Constructor. More...
Public Member Functions inherited from matfaust::factparams::ParamsFact
function	ParamsFact (num_facts, constraints, varargin)

Static Public Member Functions
static function	createParams (M, p)
	Static member function to create a ParamsHierarchicalRectMatNoResCons instance by a simplified parameterization expression. More...
Static Public Member Functions inherited from matfaust::factparams::ParamsHierarchicalRectMat
static function	createParams (M, p)
Static Public Member Functions inherited from matfaust::factparams::ParamsFact
static function	factor_format_str2int (factor_format)
static function	parse_opt_args (cell_args, opt_arg_names, opt_arg_map)
static function	get_constraints (constraints)
	Returns a cell array of constraints from constraints which is a ConstraintList or cell array that can be a mix of pyfaust.factparams.ConstraintGeneric or pyfaust.proj.proj_gen. If projs is a ConstraintList then the function just returns the same object as is. More...

Additional Inherited Members
Public Attributes inherited from matfaust::factparams::ParamsFact
Property	step_size
Property	constant_step_size
Property	factor_format
Property	packing_RL
Property	norm2_max_iter
Property	norm2_threshold
Property	use_MHTP
Property	no_normalization
Property	no_lambda
Protected Attributes inherited from matfaust::factparams::ParamsHierarchicalRectMat
Constant Property	DEFAULT_RHO = 0.8
Constant Property	DEFAULT_P_CONST_FACT = 1.4
Protected Attributes inherited from matfaust::factparams::ParamsHierarchical
Constant Property	DEFAULT_IS_FACT_SIDE_LEFT = false
Protected Attributes inherited from matfaust::factparams::ParamsFact
Constant Property	DEFAULT_STEP_SIZE = 10
Constant Property	DEFAULT_VERBOSITY = false
Constant Property	DEFAULT_CONSTANT_STEP_SIZE = false
Constant Property	DEFAULT_INIT_LAMBDA = 1.0
Constant Property	DEFAULT_IS_UPDATE_WAY_R2L = false
Constant Property	DEFAULT_PACKING_RL = true
Constant Property	DEFAULT_FACTOR_FORMAT = 'dynamic'
Constant Property	DEFAULT_NO_NORMALIZATION = false
Constant Property	DEFAULT_NO_LAMBDA = false
Constant Property	DEFAULT_NORM2_MAX_ITER = 0
Constant Property	DEFAULT_NORM2_THRESHOLD = 0
Constant Property	IDX_FACTOR_FORMAT = 9
Constant Property	IDX_PACKING_RL = 10
Constant Property	IDX_NO_NORMALIZATION = 11
Constant Property	IDX_NO_LAMBDA = 12

Detailed Description

This class defines the same parameterization as ParamsHierarchicalRectMat except that there is no constraint on the residual factors (cf. matfaust.proj.proj_id).

See matfaust.fact.hierarchical

Constructor & Destructor Documentation

ParamsHierarchicalRectMatNoResCons()

function matfaust::factparams::ParamsHierarchicalRectMatNoResCons::ParamsHierarchicalRectMatNoResCons	(	m	,
		n	,
		j	,
		k	,
		s	,
		varargin
	)

Class constructor.

Parameters

m	cf. ParamsHierarchicalRectMat.ParamsHierarchicalRectMat
n	cf. ParamsHierarchicalRectMat.ParamsHierarchicalRectMat
j	cf. ParamsHierarchicalRectMat.ParamsHierarchicalRectMat
k	cf. ParamsHierarchicalRectMat.ParamsHierarchicalRectMat
s	cf. ParamsHierarchicalRectMat.ParamsHierarchicalRectMat
rho	(varargin{1}) cf. ParamsHierarchicalRectMat.ParamsHierarchicalRectMat
P	(varargin{2}) cf. ParamsHierarchicalRectMat.ParamsHierarchicalRectMat

Member Function Documentation

createParams()

static function matfaust::factparams::ParamsHierarchicalRectMatNoResCons::createParams ( M  , p    )

static

Static member function to create a ParamsHierarchicalRectMatNoResCons instance by a simplified parameterization expression.

Example

>> import matfaust.factparams.ParamsHierarchicalRectMatNoResCons
>> num_facts = 9;
>> k = 10;
>> s = 8;
>> p = ParamsHierarchicalRectMatNoResCons.createParams(rand(256, 1024), {'rectmat_simple', num_facts, k, s});

---

The documentation for this class was generated from the following file:

• ParamsHierarchicalRectMatNoResCons.m