Net Struct Reference

Neural network data structure. More...

#include <neural.h>

Collaboration diagram for Net:

Data Fields
int	n_layers
	Number of layers (hidden + output) More...
int	n_inputs
	Number of network inputs. More...
int	n_outputs
	Number of network outputs. More...
double *	output
	Pointer to the network output. More...
struct Llist *	head
	Pointer to the head layer (output layer) More...
struct Llist *	tail
	Pointer to the tail layer (first layer) More...
bool	train
	Whether the network is in training mode. More...

Detailed Description

Neural network data structure.

Definition at line 48 of file neural.h.

Field Documentation

head

struct Llist* Net::head

Pointer to the head layer (output layer)

Definition at line 53 of file neural.h.

Referenced by neural_init(), neural_insert(), neural_learn(), neural_output(), neural_outputs(), neural_remove(), and pred_neural_expand().

n_inputs

int Net::n_inputs

Number of network inputs.

Definition at line 50 of file neural.h.

Referenced by xcsf.utils.viz.DGPViz::__init__(), xcsf.utils.viz.DGPViz::draw(), neural_create(), neural_init(), neural_insert(), and neural_save().

n_layers

int Net::n_layers

Number of layers (hidden + output)

Definition at line 49 of file neural.h.

Referenced by cond_neural_layers(), neural_create(), neural_free(), neural_init(), neural_insert(), neural_pop(), neural_push(), neural_remove(), neural_save(), pred_neural_ae_to_classifier(), pred_neural_expand(), and pred_neural_layers().

n_outputs

int Net::n_outputs

Number of network outputs.

Definition at line 51 of file neural.h.

Referenced by neural_create(), neural_init(), neural_insert(), neural_output(), neural_remove(), neural_save(), pred_neural_ae_to_classifier(), and rule_neural_act_compute().

output

double* Net::output

Pointer to the network output.

Definition at line 52 of file neural.h.

Referenced by neural_init(), neural_insert(), and neural_remove().

tail

struct Llist* Net::tail

Pointer to the tail layer (first layer)

Definition at line 54 of file neural.h.

Referenced by cond_neural_connections(), cond_neural_neurons(), neural_copy(), neural_free(), neural_init(), neural_insert(), neural_json_export(), neural_learn(), neural_mutate(), neural_propagate(), neural_rand(), neural_remove(), neural_resize(), neural_save(), neural_size(), pred_neural_connections(), pred_neural_eta(), and pred_neural_neurons().

train

bool Net::train

Whether the network is in training mode.

Definition at line 55 of file neural.h.

Referenced by neural_init(), neural_layer_dropout_forward(), neural_layer_noise_forward(), and neural_propagate().

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The documentation for this struct was generated from the following file:

• neural.h