neuron.h File Reference

Fully connected neuron API. More...

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

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Data Structures
struct	mg_neuron
	Fully connected neuron in a neural network. More...

Functions
bool	mg_neuron_init (mg_graph *g, mg_neuron *n, size_t nin, bool non_linear)
	Initialize a neuron.
void	mg_neuron_free (mg_neuron *n)
	Free memory owned by a neuron.
mg_value *	mg_neuron_call (mg_graph *g, mg_neuron *n, mg_value **x)
	Evaluate a neuron with the given input values.
size_t	mg_neuron_param_count (const mg_neuron *n)
	Get the number of trainable parameters in a neuron.
void	mg_neuron_params (const mg_neuron *n, mg_value **out)
	Copy a neuron's parameters into a flat array.

Detailed Description

Fully connected neuron API.