Struct TrainableNeuron 

pub struct TrainableNeuron { /* private fields */ }

Trainable neural network

Implementations

impl TrainableNeuron

pub fn new(layer_sizes: Vec<usize>) -> Self

pub fn forward(&mut self, x: f32) -> f32

pub fn backward(&mut self, target: f32) -> f32

pub fn zero_grad(&mut self)

pub fn update_parameters(&mut self, learning_rate: f32)

pub fn parameters(&self) -> &ParameterStore

pub fn parameters_mut(&mut self) -> &mut ParameterStore

pub fn save_to_file(&self, path: &Path) -> Result<(), Box<dyn Error>>

Save neural network weights to file

pub fn load_from_file(path: &Path) -> Result<Self, Box<dyn Error>>

Load neural network weights from file

pub fn new_or_load( layer_sizes: Vec<usize>, save_path: &Path, verbose: bool, ) -> Self

Create new network or load from file if it exists