SHOGUN  6.1.3
CNeuralConvolutionalLayer Member List

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

autoencoder_positionCNeuralLayer
build_gradient_parameter_dictionary(CMap< TParameter *, CSGObject * > *dict)CSGObject
clone()CSGObjectvirtual
clone_parameters(CSGObject *other)CSGObjectprotected
CNeuralConvolutionalLayer()CNeuralConvolutionalLayer
CNeuralConvolutionalLayer(EConvMapActivationFunction function, int32_t num_maps, int32_t radius_x, int32_t radius_y, int32_t pooling_width=1, int32_t pooling_height=1, int32_t stride_x=1, int32_t stride_y=1, EInitializationMode initialization_mode=NORMAL)CNeuralConvolutionalLayer
CNeuralLayer()CNeuralLayer
CNeuralLayer(int32_t num_neurons)CNeuralLayer
compute_activations(SGVector< float64_t > parameters, CDynamicObjectArray *layers)CNeuralConvolutionalLayervirtual
shogun::CNeuralLayer::compute_activations(SGMatrix< float64_t > inputs)CNeuralLayervirtual
compute_contraction_term(SGVector< float64_t > parameters)CNeuralLayervirtual
compute_error(SGMatrix< float64_t > targets)CNeuralConvolutionalLayervirtual
compute_gradients(SGVector< float64_t > parameters, SGMatrix< float64_t > targets, CDynamicObjectArray *layers, SGVector< float64_t > parameter_gradients)CNeuralConvolutionalLayervirtual
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)CNeuralConvolutionalLayervirtual
equals(CSGObject *other, float64_t accuracy=0.0, bool tolerant=false)CSGObjectvirtual
get(const Tag< T > &_tag) const CSGObject
get(const std::string &name) const CSGObject
get_activation_gradients()CNeuralLayervirtual
get_activations()CNeuralLayervirtual
get_global_io()CSGObject
get_global_parallel()CSGObject
get_global_version()CSGObject
get_height()CNeuralLayervirtual
get_input_indices()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 CNeuralConvolutionalLayervirtual
get_num_neurons()CNeuralLayervirtual
get_num_parameters()CNeuralLayervirtual
get_parameters_observable()CSGObject
get_width()CNeuralLayervirtual
has(const std::string &name) const CSGObject
has(const Tag< T > &tag) const CSGObject
has(const std::string &name) const CSGObject
initialize_neural_layer(CDynamicObjectArray *layers, SGVector< int32_t > input_indices)CNeuralConvolutionalLayervirtual
initialize_parameters(SGVector< float64_t > parameters, SGVector< bool > parameter_regularizable, float64_t sigma)CNeuralConvolutionalLayervirtual
ioCSGObject
is_generic(EPrimitiveType *generic) const CSGObjectvirtual
is_input()CNeuralLayervirtual
is_trainingCNeuralLayer
list_observable_parameters()CSGObject
load_serializable(CSerializableFile *file, const char *prefix="")CSGObjectvirtual
load_serializable_post()CSGObjectprotectedvirtual
load_serializable_pre()CSGObjectprotectedvirtual
m_activation_functionCNeuralConvolutionalLayerprotected
m_activation_gradientsCNeuralLayerprotected
m_activationsCNeuralLayerprotected
m_batch_sizeCNeuralLayerprotected
m_convolution_outputCNeuralConvolutionalLayerprotected
m_convolution_output_gradientsCNeuralConvolutionalLayerprotected
m_dropout_maskCNeuralLayerprotected
m_gradient_parametersCSGObject
m_hashCSGObject
m_heightCNeuralLayerprotected
m_initialization_modeCNeuralConvolutionalLayerprotected
m_input_heightCNeuralConvolutionalLayerprotected
m_input_indicesCNeuralLayerprotected
m_input_num_channelsCNeuralConvolutionalLayerprotected
m_input_sizesCNeuralLayerprotected
m_input_widthCNeuralConvolutionalLayerprotected
m_local_gradientsCNeuralLayerprotected
m_max_indicesCNeuralConvolutionalLayerprotected
m_model_selection_parametersCSGObject
m_num_mapsCNeuralConvolutionalLayerprotected
m_num_neuronsCNeuralLayerprotected
m_num_parametersCNeuralLayerprotected
m_parametersCSGObject
m_pooling_heightCNeuralConvolutionalLayerprotected
m_pooling_widthCNeuralConvolutionalLayerprotected
m_radius_xCNeuralConvolutionalLayerprotected
m_radius_yCNeuralConvolutionalLayerprotected
m_stride_xCNeuralConvolutionalLayerprotected
m_stride_yCNeuralConvolutionalLayerprotected
m_widthCNeuralLayerprotected
observe(const ObservedValue value)CSGObjectprotected
parallelCSGObject
parameter_hash_changed()CSGObjectvirtual
print_modsel_params()CSGObject
print_serializable(const char *prefix="")CSGObjectvirtual
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
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)CNeuralConvolutionalLayervirtual
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_num_neurons(int32_t num_neurons)CNeuralLayervirtual
SGObservable typedefCSGObject
SGSubject typedefCSGObject
SGSubscriber typedefCSGObject
shallow_copy() const CSGObjectvirtual
subscribe_to_parameters(ParameterObserverInterface *obs)CSGObject
unref()CSGObject
unset_generic()CSGObject
update_parameter_hash()CSGObjectvirtual
versionCSGObject
~CNeuralConvolutionalLayer()CNeuralConvolutionalLayervirtual
~CNeuralLayer()CNeuralLayervirtual
~CSGObject()CSGObjectvirtual

SHOGUN Machine Learning Toolbox - Documentation