layer.h File Reference

Neural network layer API. More...

#include <stdbool.h>
#include <stddef.h>
#include "micrograd/neuron.h"

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Data Structures
struct	mg_layer
	Layer of neurons in a neural network. More...

Functions
bool	mg_layer_init (mg_graph *g, mg_layer *l, size_t n_in, size_t n_out, bool non_linear)
	Initialize a layer.
bool	mg_layer_call (mg_graph *g, mg_layer *l, mg_value **x, mg_value **out)
	Evaluate a layer with the given input values.
void	mg_layer_free (mg_layer *l)
	Free memory owned by a layer.
size_t	mg_layer_param_count (const mg_layer *l)
	Get the number of trainable parameters in a layer.
void	mg_layer_params (const mg_layer *l, mg_value **out)
	Copy a layer's parameters into a flat array.

Detailed Description

Neural network layer API.