neuralnetwork::neuralnetwork

Struct NeuralNetwork

Source 
pub struct NeuralNetwork {
    pub input_nodes: usize,
    pub hidden_nodes: Vec<usize>,
    pub output_nodes: usize,
    /* private fields */
}

Fields§

§input_nodes: usize§hidden_nodes: Vec<usize>§output_nodes: usize

Implementations§

Source§

impl NeuralNetwork

Source

pub fn new( input_nodes: usize, hidden_nodes: Vec<usize>, output_nodes: usize, learning_rate: f32, activation_function_name: &str, ) -> NeuralNetwork

Source

pub fn train(&mut self, input: &Matrix, expected_output: &Matrix)

Source

pub fn predict(&self, input: &Matrix) -> Matrix

Source

pub fn save_model(&self, filename: &str)

Source

pub fn load_model(filename: &str) -> NeuralNetwork

Auto Trait Implementations§

Blanket Implementations§

Source§

impl<T> Any for T
where T: 'static + ?Sized,

Source§

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
Source§

impl<T> Borrow<T> for T
where T: ?Sized,

Source§

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
Source§

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source§

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

Source§

impl<T, U> Into<U> for T
where U: From<T>,

Source§

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source§

impl<T, U> TryFrom<U> for T
where U: Into<T>,

Source§

type Error = Infallible

The type returned in the event of a conversion error.
Source§

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
Source§

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

Source§

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
Source§

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.