SHOGUN  6.1.3
CNeuralNetwork Member List

This is the complete list of members for CNeuralNetwork, including all inherited members.

apply(CFeatures *data=NULL)CMachinevirtual
apply_binary(CFeatures *data)CNeuralNetworkvirtual
apply_latent(CFeatures *data=NULL)CMachinevirtual
apply_locked(SGVector< index_t > indices)CMachinevirtual
apply_locked_binary(SGVector< index_t > indices)CMachinevirtual
apply_locked_latent(SGVector< index_t > indices)CMachinevirtual
apply_locked_multiclass(SGVector< index_t > indices)CMachinevirtual
apply_locked_regression(SGVector< index_t > indices)CMachinevirtual
apply_locked_structured(SGVector< index_t > indices)CMachinevirtual
apply_multiclass(CFeatures *data)CNeuralNetworkvirtual
apply_one(int32_t i)CMachinevirtual
apply_regression(CFeatures *data)CNeuralNetworkvirtual
apply_structured(CFeatures *data=NULL)CMachinevirtual
build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict)CSGObject
cancel_computation() const CMachine
CDeepBeliefNetwork classCNeuralNetworkfriend
check_gradients(float64_t approx_epsilon=1.0e-3, float64_t s=1.0e-9)CNeuralNetworkvirtual
clone()CSGObjectvirtual
clone_parameters(CSGObject *other)CSGObjectprotected
CMachine()CMachine
CNeuralNetwork()CNeuralNetwork
CNeuralNetwork(CDynamicObjectArray *layers)CNeuralNetwork
compute_error(SGMatrix< float64_t > inputs, SGMatrix< float64_t > targets)CNeuralNetworkprotectedvirtual
compute_error(SGMatrix< float64_t > targets)CNeuralNetworkprotectedvirtual
compute_gradients(SGMatrix< float64_t > inputs, SGMatrix< float64_t > targets, SGVector< float64_t > gradients)CNeuralNetworkprotectedvirtual
connect(int32_t i, int32_t j)CNeuralNetworkvirtual
connect_to_signal_handler()CMachineprotected
CSGObject()CSGObject
CSGObject(const CSGObject &orig)CSGObject
data_lock(CLabels *labs, CFeatures *features)CMachinevirtual
data_unlock()CMachinevirtual
deep_copy() const CSGObjectvirtual
disconnect(int32_t i, int32_t j)CNeuralNetworkvirtual
disconnect_all()CNeuralNetworkvirtual
equals(CSGObject *other, float64_t accuracy=0.0, bool tolerant=false)CSGObjectvirtual
features_to_matrix(CFeatures *features)CNeuralNetworkprotected
forward_propagate(CFeatures *data, int32_t j=-1)CNeuralNetworkprotectedvirtual
forward_propagate(SGMatrix< float64_t > inputs, int32_t j=-1)CNeuralNetworkprotectedvirtual
get(const Tag< T > &_tag) const CSGObject
get(const std::string &name) const CSGObject
get_classifier_type()CNeuralNetworkvirtual
get_dropout_hidden() const CNeuralNetwork
get_dropout_input() const CNeuralNetwork
get_epsilon() const CNeuralNetwork
get_gd_error_damping_coeff() const CNeuralNetwork
get_gd_learning_rate() const CNeuralNetwork
get_gd_learning_rate_decay() const CNeuralNetwork
get_gd_mini_batch_size() const CNeuralNetwork
get_gd_momentum() const CNeuralNetwork
get_global_io()CSGObject
get_global_parallel()CSGObject
get_global_version()CSGObject
get_l1_coefficient() const CNeuralNetwork
get_l2_coefficient() const CNeuralNetwork
get_labels()CMachinevirtual
get_layer(int32_t i)CNeuralNetworkprotected
get_layer_parameters(int32_t i)CNeuralNetwork
get_layers()CNeuralNetwork
get_machine_problem_type() const CNeuralNetworkvirtual
get_max_norm() const CNeuralNetwork
get_max_num_epochs() const CNeuralNetwork
get_max_train_time()CMachine
get_modelsel_names()CSGObject
get_modsel_param_descr(const char *param_name)CSGObject
get_modsel_param_index(const char *param_name)CSGObject
get_name() const CNeuralNetworkvirtual
get_num_inputs()CNeuralNetwork
get_num_outputs()CNeuralNetwork
get_num_parameters()CNeuralNetwork
get_optimization_method() const CNeuralNetwork
get_parameters()CNeuralNetwork
get_parameters_observable()CSGObject
get_solver_type()CMachine
has(const std::string &name) const CSGObject
has(const Tag< T > &tag) const CSGObject
has(const std::string &name) const CSGObject
initialize_neural_network(float64_t sigma=0.01f)CNeuralNetworkvirtual
ioCSGObject
is_data_locked() const CMachine
is_generic(EPrimitiveType *generic) const CSGObjectvirtual
is_label_valid(CLabels *lab) const CNeuralNetworkprotectedvirtual
labels_to_matrix(CLabels *labs)CNeuralNetworkprotected
list_observable_parameters()CSGObject
load_serializable(CSerializableFile *file, const char *prefix="")CSGObjectvirtual
load_serializable_post()CSGObjectprotectedvirtual
load_serializable_pre()CSGObjectprotectedvirtual
m_adj_matrixCNeuralNetworkprotected
m_batch_sizeCNeuralNetworkprotected
m_cancel_computationCMachineprotected
m_data_lockedCMachineprotected
m_dropout_hiddenCNeuralNetworkprotected
m_dropout_inputCNeuralNetworkprotected
m_epsilonCNeuralNetworkprotected
m_gd_error_damping_coeffCNeuralNetworkprotected
m_gd_learning_rateCNeuralNetworkprotected
m_gd_learning_rate_decayCNeuralNetworkprotected
m_gd_mini_batch_sizeCNeuralNetworkprotected
m_gd_momentumCNeuralNetworkprotected
m_gradient_parametersCSGObject
m_hashCSGObject
m_index_offsetsCNeuralNetworkprotected
m_is_trainingCNeuralNetworkprotected
m_l1_coefficientCNeuralNetworkprotected
m_l2_coefficientCNeuralNetworkprotected
m_labelsCMachineprotected
m_layersCNeuralNetworkprotected
m_max_normCNeuralNetworkprotected
m_max_num_epochsCNeuralNetworkprotected
m_max_train_timeCMachineprotected
m_model_selection_parametersCSGObject
m_mutexCMachineprotected
m_num_inputsCNeuralNetworkprotected
m_num_layersCNeuralNetworkprotected
m_optimization_methodCNeuralNetworkprotected
m_param_regularizableCNeuralNetworkprotected
m_parametersCSGObject
m_paramsCNeuralNetworkprotected
m_pause_computationCMachineprotected
m_pause_computation_flagCMachineprotected
m_solver_typeCMachineprotected
m_store_model_featuresCMachineprotected
m_total_num_parametersCNeuralNetworkprotected
observe(const ObservedValue value)CSGObjectprotected
on_complete()CMachineprotectedvirtual
on_next()CMachineprotectedvirtual
on_pause()CMachineprotectedvirtual
parallelCSGObject
parameter_hash_changed()CSGObjectvirtual
pause_computation()CMachine
post_lock(CLabels *labs, CFeatures *features)CMachinevirtual
print_modsel_params()CSGObject
print_serializable(const char *prefix="")CSGObjectvirtual
quick_connect()CNeuralNetworkvirtual
ref()CSGObject
ref_count()CSGObject
register_observable_param(const std::string &name, const SG_OBS_VALUE_TYPE type, const std::string &description)CSGObjectprotected
register_param(Tag< T > &_tag, const T &value)CSGObjectprotected
register_param(const std::string &name, const T &value)CSGObjectprotected
reset_computation_variables()CMachineprotected
resume_computation()CMachine
save_serializable(CSerializableFile *file, const char *prefix="")CSGObjectvirtual
save_serializable_post()CSGObjectprotectedvirtual
save_serializable_pre()CSGObjectprotectedvirtual
set(const Tag< T > &_tag, const T &value)CSGObject
set(const std::string &name, const T &value)CSGObject
set_batch_size(int32_t batch_size)CNeuralNetworkprotectedvirtual
set_dropout_hidden(float64_t dropout_hidden)CNeuralNetwork
set_dropout_input(float64_t dropout_input)CNeuralNetwork
set_epsilon(float64_t epsilon)CNeuralNetwork
set_gd_error_damping_coeff(float64_t gd_error_damping_coeff)CNeuralNetwork
set_gd_learning_rate(float64_t gd_learning_rate)CNeuralNetwork
set_gd_learning_rate_decay(float64_t gd_learning_rate_decay)CNeuralNetwork
set_gd_mini_batch_size(int32_t gd_mini_batch_size)CNeuralNetwork
set_gd_momentum(float64_t gd_momentum)CNeuralNetwork
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_generic()CSGObject
set_global_io(SGIO *io)CSGObject
set_global_parallel(Parallel *parallel)CSGObject
set_global_version(Version *version)CSGObject
set_l1_coefficient(float64_t l1_coefficient)CNeuralNetwork
set_l2_coefficient(float64_t l2_coefficient)CNeuralNetwork
set_labels(CLabels *lab)CNeuralNetworkvirtual
set_layers(CDynamicObjectArray *layers)CNeuralNetworkvirtual
set_max_norm(float64_t max_norm)CNeuralNetwork
set_max_num_epochs(int32_t max_num_epochs)CNeuralNetwork
set_max_train_time(float64_t t)CMachine
set_optimization_method(ENNOptimizationMethod optimization_method)CNeuralNetwork
set_solver_type(ESolverType st)CMachine
set_store_model_features(bool store_model)CMachinevirtual
SGObservable typedefCSGObject
SGSubject typedefCSGObject
SGSubscriber typedefCSGObject
shallow_copy() const CSGObjectvirtual
store_model_features()CMachineprotectedvirtual
subscribe_to_parameters(ParameterObserverInterface *obs)CSGObject
supports_locking() const CMachinevirtual
train(CFeatures *data=NULL)CMachinevirtual
train_gradient_descent(SGMatrix< float64_t > inputs, SGMatrix< float64_t > targets)CNeuralNetworkprotectedvirtual
train_lbfgs(SGMatrix< float64_t > inputs, SGMatrix< float64_t > targets)CNeuralNetworkprotectedvirtual
train_locked(SGVector< index_t > indices)CMachinevirtual
train_machine(CFeatures *data=NULL)CNeuralNetworkprotectedvirtual
train_require_labels() const CMachineprotectedvirtual
transform(CDenseFeatures< float64_t > *data)CNeuralNetworkvirtual
unref()CSGObject
unset_generic()CSGObject
update_parameter_hash()CSGObjectvirtual
versionCSGObject
~CMachine()CMachinevirtual
~CNeuralNetwork()CNeuralNetworkvirtual
~CSGObject()CSGObjectvirtual

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