SHOGUN  3.2.1
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Groups Pages
CNeuralRectifiedLinearLayer Member List

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

autoencoder_positionCNeuralLayer
build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict)CSGObject
clone()CSGObjectvirtual
CNeuralLayer()CNeuralLayer
CNeuralLayer(int32_t num_neurons)CNeuralLayer
CNeuralLinearLayer()CNeuralLinearLayer
CNeuralLinearLayer(int32_t num_neurons)CNeuralLinearLayer
CNeuralRectifiedLinearLayer()CNeuralRectifiedLinearLayer
CNeuralRectifiedLinearLayer(int32_t num_neurons)CNeuralRectifiedLinearLayer
compute_activations(SGVector< float64_t > parameters, CDynamicObjectArray *layers)CNeuralRectifiedLinearLayervirtual
shogun::CNeuralLayer::compute_activations(SGMatrix< float64_t > inputs)CNeuralLayervirtual
compute_contraction_term(SGVector< float64_t > parameters)CNeuralRectifiedLinearLayervirtual
compute_contraction_term_gradients(SGVector< float64_t > parameters, SGVector< float64_t > gradients)CNeuralRectifiedLinearLayervirtual
compute_error(SGMatrix< float64_t > targets)CNeuralLinearLayervirtual
compute_gradients(SGVector< float64_t > parameters, SGMatrix< float64_t > targets, CDynamicObjectArray *layers, SGVector< float64_t > parameter_gradients)CNeuralLinearLayervirtual
compute_local_gradients(SGMatrix< float64_t > targets)CNeuralRectifiedLinearLayervirtual
contraction_coefficientCNeuralLayer
CSGObject()CSGObject
CSGObject(const CSGObject &orig)CSGObject
deep_copy() const CSGObjectvirtual
dropout_activations()CNeuralLayervirtual
dropout_propCNeuralLayer
enforce_max_norm(SGVector< float64_t > parameters, float64_t max_norm)CNeuralLinearLayervirtual
equals(CSGObject *other, float64_t accuracy=0.0, bool tolerant=false)CSGObjectvirtual
get_activation_gradients()CNeuralLayervirtual
get_activations()CNeuralLayervirtual
get_global_io()CSGObject
get_global_parallel()CSGObject
get_global_version()CSGObject
get_height()CNeuralLayervirtual
get_local_gradients()CNeuralLayervirtual
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 CNeuralRectifiedLinearLayervirtual
get_num_neurons()CNeuralLayervirtual
get_num_parameters()CNeuralLayervirtual
get_width()CNeuralLayervirtual
initialize(CDynamicObjectArray *layers, SGVector< int32_t > input_indices)CNeuralLinearLayervirtual
initialize_parameters(SGVector< float64_t > parameters, SGVector< bool > parameter_regularizable, float64_t sigma)CNeuralLinearLayervirtual
ioCSGObject
is_generic(EPrimitiveType *generic) const CSGObjectvirtual
is_input()CNeuralLayervirtual
is_trainingCNeuralLayer
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_activation_gradientsCNeuralLayerprotected
m_activationsCNeuralLayerprotected
m_batch_sizeCNeuralLayerprotected
m_dropout_maskCNeuralLayerprotected
m_gradient_parametersCSGObject
m_hashCSGObject
m_heightCNeuralLayerprotected
m_input_indicesCNeuralLayerprotected
m_input_sizesCNeuralLayerprotected
m_local_gradientsCNeuralLayerprotected
m_model_selection_parametersCSGObject
m_num_neuronsCNeuralLayerprotected
m_num_parametersCNeuralLayerprotected
m_parameter_mapCSGObject
m_parametersCSGObject
m_widthCNeuralLayerprotected
map_parameters(DynArray< TParameter * > *param_base, int32_t &base_version, DynArray< const SGParamInfo * > *target_param_infos)CSGObject
migrate(DynArray< TParameter * > *param_base, const SGParamInfo *target)CSGObjectprotectedvirtual
one_to_one_migration_prepare(DynArray< TParameter * > *param_base, const SGParamInfo *target, TParameter *&replacement, TParameter *&to_migrate, char *old_name=NULL)CSGObjectprotectedvirtual
parallelCSGObject
parameter_hash_changed()CSGObjectvirtual
print_modsel_params()CSGObject
print_serializable(const char *prefix="")CSGObjectvirtual
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)CNeuralLayervirtual
set_generic()CSGObject
set_global_io(SGIO *io)CSGObject
set_global_parallel(Parallel *parallel)CSGObject
set_global_version(Version *version)CSGObject
shallow_copy() const CSGObjectvirtual
unset_generic()CSGObject
update_parameter_hash()CSGObjectvirtual
versionCSGObject
~CNeuralLayer()CNeuralLayervirtual
~CNeuralLinearLayer()CNeuralLinearLayervirtual
~CNeuralRectifiedLinearLayer()CNeuralRectifiedLinearLayervirtual
~CSGObject()CSGObjectvirtual

SHOGUN Machine Learning Toolbox - Documentation