Struct neat::runnable::NeuralNetwork

source ·
pub struct NeuralNetwork<const I: usize, const O: usize> { /* private fields */ }
Expand description

A runnable, stated Neural Network generated from a NeuralNetworkTopology. Use NeuralNetwork::from to go from stateles to runnable. Because this has state, you need to run NeuralNetwork::flush_state between NeuralNetwork::predict calls.

Implementations§

source§

impl<const I: usize, const O: usize> NeuralNetwork<I, O>

source

pub fn predict(&self, inputs: [f32; I]) -> [f32; O]

Predicts an output for the given inputs.

source

pub fn flush_state(&self)

Flushes the network’s state after a prediction.

Trait Implementations§

source§

impl<const I: usize, const O: usize> Debug for NeuralNetwork<I, O>

source§

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
source§

impl<const I: usize, const O: usize> From<&NeuralNetworkTopology<I, O>> for NeuralNetwork<I, O>

source§

fn from(value: &NeuralNetworkTopology<I, O>) -> Self

Converts to this type from the input type.

Auto Trait Implementations§

§

impl<const I: usize, const O: usize> Freeze for NeuralNetwork<I, O>

§

impl<const I: usize, const O: usize> !RefUnwindSafe for NeuralNetwork<I, O>

§

impl<const I: usize, const O: usize> !Send for NeuralNetwork<I, O>

§

impl<const I: usize, const O: usize> !Sync for NeuralNetwork<I, O>

§

impl<const I: usize, const O: usize> Unpin for NeuralNetwork<I, O>

§

impl<const I: usize, const O: usize> !UnwindSafe for NeuralNetwork<I, O>

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>,

§

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>,

§

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.
source§

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

source§

fn vzip(self) -> V