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CDeepAutoencoder Member List

This is the complete list of members for CDeepAutoencoder, 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
CAutoencoder()CAutoencoder
CAutoencoder(int32_t num_inputs, CNeuralLayer *hidden_layer, CNeuralLayer *decoding_layer=NULL, float64_t sigma=0.01)CAutoencoder
CAutoencoder(int32_t input_width, int32_t input_height, int32_t input_num_channels, CNeuralConvolutionalLayer *hidden_layer, CNeuralConvolutionalLayer *decoding_layer, float64_t sigma=0.01)CAutoencoder
CDeepAutoencoder()CDeepAutoencoder
CDeepAutoencoder(CDynamicObjectArray *layers, float64_t sigma=0.01)CDeepAutoencoder
check_gradients(float64_t approx_epsilon=1.0e-3, float64_t s=1.0e-9)CNeuralNetworkvirtual
clone()CSGObjectvirtual
CMachine()CMachine
CNeuralNetwork()CNeuralNetwork
CNeuralNetwork(CDynamicObjectArray *layers)CNeuralNetwork
compute_error(SGMatrix< float64_t > targets)CDeepAutoencoderprotectedvirtual
shogun::CNeuralNetwork::compute_error(SGMatrix< float64_t > inputs, 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
convert_to_neural_network(CNeuralLayer *output_layer=NULL, float64_t sigma=0.01)CDeepAutoencodervirtual
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
dropout_hiddenCNeuralNetwork
dropout_inputCNeuralNetwork
epsilonCNeuralNetwork
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
gd_error_damping_coeffCNeuralNetwork
gd_learning_rateCNeuralNetwork
gd_learning_rate_decayCNeuralNetwork
gd_mini_batch_sizeCNeuralNetwork
gd_momentumCNeuralNetwork
get_classifier_type()CNeuralNetworkvirtual
get_global_io()CSGObject
get_global_parallel()CSGObject
get_global_version()CSGObject
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_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 CDeepAutoencodervirtual
get_num_inputs()CNeuralNetwork
get_num_outputs()CNeuralNetwork
get_num_parameters()CNeuralNetwork
get_parameters()CNeuralNetwork
get_solver_type()CMachine
initialize(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
l1_coefficientCNeuralNetwork
l2_coefficientCNeuralNetwork
labels_to_matrix(CLabels *labs)CNeuralNetworkprotected
load_all_file_parameters(int32_t file_version, int32_t current_version, CSerializableFile *file, const char *prefix="")CSGObject
load_file_parameters(const SGParamInfo *param_info, int32_t file_version, CSerializableFile *file, const char *prefix="")CSGObject
load_serializable(CSerializableFile *file, const char *prefix="", int32_t param_version=Version::get_version_parameter())CSGObjectvirtual
load_serializable_post()CSGObjectprotectedvirtual
load_serializable_pre()CSGObjectprotectedvirtual
m_adj_matrixCNeuralNetworkprotected
m_batch_sizeCNeuralNetworkprotected
m_contraction_coefficientCAutoencoderprotected
m_data_lockedCMachineprotected
m_gradient_parametersCSGObject
m_hashCSGObject
m_index_offsetsCNeuralNetworkprotected
m_is_trainingCNeuralNetworkprotected
m_labelsCMachineprotected
m_layersCNeuralNetworkprotected
m_max_train_timeCMachineprotected
m_model_selection_parametersCSGObject
m_num_inputsCNeuralNetworkprotected
m_num_layersCNeuralNetworkprotected
m_param_regularizableCNeuralNetworkprotected
m_parameter_mapCSGObject
m_parametersCSGObject
m_paramsCNeuralNetworkprotected
m_sigmaCDeepAutoencoderprotected
m_solver_typeCMachineprotected
m_store_model_featuresCMachineprotected
m_total_num_parametersCNeuralNetworkprotected
map_parameters(DynArray< TParameter * > *param_base, int32_t &base_version, DynArray< const SGParamInfo * > *target_param_infos)CSGObject
max_normCNeuralNetwork
max_num_epochsCNeuralNetwork
migrate(DynArray< TParameter * > *param_base, const SGParamInfo *target)CSGObjectprotectedvirtual
noise_parameterCAutoencoder
noise_typeCAutoencoder
one_to_one_migration_prepare(DynArray< TParameter * > *param_base, const SGParamInfo *target, TParameter *&replacement, TParameter *&to_migrate, char *old_name=NULL)CSGObjectprotectedvirtual
optimization_methodCNeuralNetwork
parallelCSGObject
parameter_hash_changed()CSGObjectvirtual
post_lock(CLabels *labs, CFeatures *features)CMachinevirtual
pre_train(CFeatures *data)CDeepAutoencodervirtual
print_modsel_params()CSGObject
print_serializable(const char *prefix="")CSGObjectvirtual
pt_contraction_coefficientCDeepAutoencoder
pt_epsilonCDeepAutoencoder
pt_gd_error_damping_coeffCDeepAutoencoder
pt_gd_learning_rateCDeepAutoencoder
pt_gd_learning_rate_decayCDeepAutoencoder
pt_gd_mini_batch_sizeCDeepAutoencoder
pt_gd_momentumCDeepAutoencoder
pt_l1_coefficientCDeepAutoencoder
pt_l2_coefficientCDeepAutoencoder
pt_max_num_epochsCDeepAutoencoder
pt_noise_parameterCDeepAutoencoder
pt_noise_typeCDeepAutoencoder
pt_optimization_methodCDeepAutoencoder
quick_connect()CNeuralNetworkvirtual
reconstruct(CDenseFeatures< float64_t > *data)CDeepAutoencodervirtual
save_serializable(CSerializableFile *file, const char *prefix="", int32_t param_version=Version::get_version_parameter())CSGObjectvirtual
save_serializable_post()CSGObjectprotectedvirtual
save_serializable_pre()CSGObjectprotectedvirtual
set_batch_size(int32_t batch_size)CNeuralNetworkprotectedvirtual
set_contraction_coefficient(float64_t coeff)CDeepAutoencodervirtual
set_generic()CSGObject
set_global_io(SGIO *io)CSGObject
set_global_parallel(Parallel *parallel)CSGObject
set_global_version(Version *version)CSGObject
set_labels(CLabels *lab)CNeuralNetworkvirtual
set_layers(CDynamicObjectArray *layers)CNeuralNetworkvirtual
set_max_train_time(float64_t t)CMachine
set_solver_type(ESolverType st)CMachine
set_store_model_features(bool store_model)CMachinevirtual
SGRefObject()SGRefObject
SGRefObject(const SGRefObject &orig)SGRefObject
shallow_copy() const CSGObjectvirtual
store_model_features()CMachineprotectedvirtual
supports_locking() const CMachinevirtual
train(CFeatures *data)CAutoencodervirtual
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)CDeepAutoencodervirtual
unset_generic()CSGObject
update_parameter_hash()CSGObjectvirtual
versionCSGObject
~CAutoencoder()CAutoencodervirtual
~CDeepAutoencoder()CDeepAutoencodervirtual
~CMachine()CMachinevirtual
~CNeuralNetwork()CNeuralNetworkvirtual
~CSGObject()CSGObjectvirtual
~SGRefObject()SGRefObjectvirtual

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