XCSF  1.4.7
XCSF learning classifier system
neural_layer_noise.h
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1 /*
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10  * GNU General Public License for more details.
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13  * along with this program. If not, see <http://www.gnu.org/licenses/>.
14  */
15 
24 #pragma once
25 
26 #include "neural_layer.h"
27 
28 void
29 neural_layer_noise_init(struct Layer *l, const struct ArgsLayer *args);
30 
31 struct Layer *
32 neural_layer_noise_copy(const struct Layer *src);
33 
34 void
35 neural_layer_noise_rand(struct Layer *l);
36 
37 void
38 neural_layer_noise_forward(const struct Layer *l, const struct Net *net,
39  const double *input);
40 
41 void
42 neural_layer_noise_backward(const struct Layer *l, const struct Net *net,
43  const double *input, double *delta);
44 
45 void
46 neural_layer_noise_update(const struct Layer *l);
47 
48 void
49 neural_layer_noise_print(const struct Layer *l, const bool print_weights);
50 
51 bool
52 neural_layer_noise_mutate(struct Layer *l);
53 
54 void
55 neural_layer_noise_free(const struct Layer *l);
56 
57 double *
58 neural_layer_noise_output(const struct Layer *l);
59 
60 size_t
61 neural_layer_noise_save(const struct Layer *l, FILE *fp);
62 
63 size_t
64 neural_layer_noise_load(struct Layer *l, FILE *fp);
65 
66 void
67 neural_layer_noise_resize(struct Layer *l, const struct Layer *prev);
68 
69 char *
70 neural_layer_noise_json_export(const struct Layer *l,
71  const bool return_weights);
72 
76 static struct LayerVtbl const layer_noise_vtbl = {
77  &neural_layer_noise_init, &neural_layer_noise_mutate,
78  &neural_layer_noise_resize, &neural_layer_noise_copy,
79  &neural_layer_noise_free, &neural_layer_noise_rand,
80  &neural_layer_noise_print, &neural_layer_noise_update,
81  &neural_layer_noise_backward, &neural_layer_noise_forward,
82  &neural_layer_noise_output, &neural_layer_noise_save,
83  &neural_layer_noise_load, &neural_layer_noise_json_export
84 };
neural_layer.h
Interface for neural network layers.
neural_layer_noise_free
void neural_layer_noise_free(const struct Layer *l)
Free memory used by a noise layer.
Definition: neural_layer_noise.c:105
neural_layer_noise_rand
void neural_layer_noise_rand(struct Layer *l)
Dummy function since noise layers have no weights.
Definition: neural_layer_noise.c:115
layer_noise_vtbl
static struct LayerVtbl const layer_noise_vtbl
Neural Gaussian noise layer implemented functions.
Definition: neural_layer_noise.h:76
neural_layer_noise_print
void neural_layer_noise_print(const struct Layer *l, const bool print_weights)
Prints a noise layer.
Definition: neural_layer_noise.c:223
neural_layer_noise_resize
void neural_layer_noise_resize(struct Layer *l, const struct Layer *prev)
Resizes a noise layer if the previous layer has changed size.
Definition: neural_layer_noise.c:194
neural_layer_noise_update
void neural_layer_noise_update(const struct Layer *l)
Dummy function since a noise layer has no weights.
Definition: neural_layer_noise.c:171
neural_layer_noise_init
void neural_layer_noise_init(struct Layer *l, const struct ArgsLayer *args)
Initialises a noise layer.
Definition: neural_layer_noise.c:59
neural_layer_noise_save
size_t neural_layer_noise_save(const struct Layer *l, FILE *fp)
Writes a noise layer to a file.
Definition: neural_layer_noise.c:259
neural_layer_noise_load
size_t neural_layer_noise_load(struct Layer *l, FILE *fp)
Reads a noise layer from a file.
Definition: neural_layer_noise.c:280
neural_layer_noise_json_export
char * neural_layer_noise_json_export(const struct Layer *l, const bool return_weights)
Returns a json formatted string representation of a noise layer.
Definition: neural_layer_noise.c:238
neural_layer_noise_backward
void neural_layer_noise_backward(const struct Layer *l, const struct Net *net, const double *input, double *delta)
Backward propagates a noise layer.
Definition: neural_layer_noise.c:154
neural_layer_noise_copy
struct Layer * neural_layer_noise_copy(const struct Layer *src)
Initialises and creates a copy of one noise layer from another.
Definition: neural_layer_noise.c:78
neural_layer_noise_mutate
bool neural_layer_noise_mutate(struct Layer *l)
Dummy function since a noise layer cannot be mutated.
Definition: neural_layer_noise.c:182
neural_layer_noise_forward
void neural_layer_noise_forward(const struct Layer *l, const struct Net *net, const double *input)
Forward propagates a noise layer.
Definition: neural_layer_noise.c:127
neural_layer_noise_output
double * neural_layer_noise_output(const struct Layer *l)
Returns the output from a noise layer.
Definition: neural_layer_noise.c:212
ArgsLayer
Parameters for initialising a neural network layer.
Definition: neural_layer_args.h:31
LayerVtbl
Neural network layer interface data structure.
Definition: neural_layer.h:143
Layer
Neural network layer data structure.
Definition: neural_layer.h:73
Layer::delta
double * delta
Delta for updating weights.
Definition: neural_layer.h:83
Net
Neural network data structure.
Definition: neural.h:48