SHOGUN
4.1.0
Main Page
Related Pages
Modules
Classes
Files
Class List
Class Index
Class Hierarchy
Class Members
All
Classes
Namespaces
Files
Functions
Variables
Typedefs
Enumerations
Enumerator
Friends
Macros
Modules
Pages
shogun
SMDMinimizer
SMDMinimizer Member List
This is the complete list of members for
SMDMinimizer
, including all inherited members.
do_proximal_operation
(SGVector< float64_t >variable_reference)
FirstOrderStochasticMinimizer
protected
virtual
FirstOrderMinimizer
()
FirstOrderMinimizer
FirstOrderMinimizer
(FirstOrderCostFunction *fun)
FirstOrderMinimizer
FirstOrderStochasticMinimizer
()
FirstOrderStochasticMinimizer
FirstOrderStochasticMinimizer
(FirstOrderStochasticCostFunction *fun)
FirstOrderStochasticMinimizer
get_iteration_counter
()
FirstOrderStochasticMinimizer
virtual
get_penalty
(SGVector< float64_t > var)
FirstOrderMinimizer
protected
virtual
init_minimization
()
SMDMinimizer
protected
virtual
load_from_context
(CMinimizerContext *context)
SMDMinimizer
virtual
m_cur_passes
FirstOrderStochasticMinimizer
protected
m_fun
FirstOrderMinimizer
protected
m_gradient_updater
FirstOrderStochasticMinimizer
protected
m_iter_counter
FirstOrderStochasticMinimizer
protected
m_learning_rate
FirstOrderStochasticMinimizer
protected
m_mapping_fun
SMDMinimizer
protected
m_num_passes
FirstOrderStochasticMinimizer
protected
m_penalty_type
FirstOrderMinimizer
protected
m_penalty_weight
FirstOrderMinimizer
protected
minimize
()
SMDMinimizer
virtual
save_to_context
()
FirstOrderMinimizer
virtual
set_cost_function
(FirstOrderCostFunction *fun)
FirstOrderMinimizer
virtual
set_gradient_updater
(DescendUpdater *gradient_updater)
FirstOrderStochasticMinimizer
virtual
set_learning_rate
(LearningRate *learning_rate)
FirstOrderStochasticMinimizer
virtual
set_mapping_function
(MappingFunction *mapping_fun)
SMDMinimizer
virtual
set_number_passes
(int32_t num_passes)
FirstOrderStochasticMinimizer
virtual
set_penalty_type
(Penalty *penalty_type)
FirstOrderMinimizer
virtual
set_penalty_weight
(float64_t penalty_weight)
FirstOrderMinimizer
virtual
SMDMinimizer
()
SMDMinimizer
SMDMinimizer
(FirstOrderStochasticCostFunction *fun)
SMDMinimizer
supports_batch_update
() const
FirstOrderStochasticMinimizer
virtual
update_context
(CMinimizerContext *context)
SMDMinimizer
protected
virtual
update_gradient
(SGVector< float64_t > gradient, SGVector< float64_t > var)
FirstOrderMinimizer
protected
virtual
~FirstOrderMinimizer
()
FirstOrderMinimizer
virtual
~FirstOrderStochasticMinimizer
()
FirstOrderStochasticMinimizer
virtual
~SMDMinimizer
()
SMDMinimizer
virtual
SHOGUN
Machine Learning Toolbox - Documentation