Struct neural_network_rs::neural_network::layer::Layer

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pub struct Layer<'a> {
    pub weights: Array2<f64>,
    pub biases: Array2<f64>,
    pub activation: &'a ActivationFunction,
}

Fields

weights: Array2<f64>biases: Array2<f64>activation: &'a ActivationFunction

Implementations

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impl Layer<'_>

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pub fn new(
 input_size: usize,
 output_size: usize,
 activation: &ActivationFunction
) -> Layer<'_>

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pub fn predict(&self, input: &Array2<f64>) -> Array2<f64>

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pub fn forward(&self, input: &Array2<f64>) -> Array2<f64>

Auto Trait Implementations

impl<'a> RefUnwindSafe for Layer<'a>

impl<'a> Send for Layer<'a>

impl<'a> Sync for Layer<'a>

impl<'a> Unpin for Layer<'a>

impl<'a> UnwindSafe for Layer<'a>

Blanket Implementations

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

const: unstable · source

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

const: unstable · source

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

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

const: unstable · source

fn from(t: T) -> T

Returns the argument unchanged.

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

const: unstable · 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.

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

type Error = Infallible

The type returned in the event of a conversion error.

const: unstable · source

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

Performs the conversion.

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

type Error = >::Error

The type returned in the event of a conversion error.

const: unstable · source

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

Performs the conversion.

Struct neural_network_rs::neural_network::layer::Layer

Fields

Implementations

impl Layer<'_>

pub fn new(
    input_size: usize,
    output_size: usize,
    activation: &ActivationFunction
) -> Layer<'_>

pub fn predict(&self, input: &Array2<f64>) -> Array2<f64>

pub fn forward(&self, input: &Array2<f64>) -> Array2<f64>

Auto Trait Implementations

impl<'a> RefUnwindSafe for Layer<'a>

impl<'a> Send for Layer<'a>

impl<'a> Sync for Layer<'a>

impl<'a> Unpin for Layer<'a>

impl<'a> UnwindSafe for Layer<'a>

Blanket Implementations

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

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

impl<T> From<T> for T

fn from(t: T) -> T

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

fn into(self) -> U

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

type Error = Infallible

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

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

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

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

impl<V, T> VZip<V> for Twhere
V: MultiLane<T>,

fn vzip(self) -> V

Struct neural_network_rs::neural_network::layer::Layer

Fields

Implementations

impl Layer<'_>

pub fn new( input_size: usize, output_size: usize, activation: &ActivationFunction) -> Layer<'_>

pub fn predict(&self, input: &Array2<f64>) -> Array2<f64>

pub fn forward(&self, input: &Array2<f64>) -> Array2<f64>

Auto Trait Implementations

impl<'a> RefUnwindSafe for Layer<'a>

impl<'a> Send for Layer<'a>

impl<'a> Sync for Layer<'a>

impl<'a> Unpin for Layer<'a>

impl<'a> UnwindSafe for Layer<'a>

Blanket Implementations

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

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

impl<T> From<T> for T

fn from(t: T) -> T

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

fn into(self) -> U

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

type Error = Infallible

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

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

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

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

impl<V, T> VZip<V> for Twhere V: MultiLane<T>,

fn vzip(self) -> V

pub fn new(
input_size: usize,
output_size: usize,
activation: &ActivationFunction
) -> Layer<'_>

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

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

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

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

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

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

impl<V, T> VZip<V> for Twhere
V: MultiLane<T>,