neural_network_rs::neural_network::optimizer::adam_optimizer

Struct ADAM

Source 
pub struct ADAM { /* private fields */ }

Implementations§

Source§

impl ADAM

Source

pub fn new( learning_rate: f64, decay: f64, epsilon: f64, beta_1: f64, beta_2: f64, ) -> ADAM

Source

pub fn default() -> ADAM

Trait Implementations§

Source§

impl Optimizer for ADAM

Source§

fn update_params( &mut self, layers: &mut Vec<Layer<'_>>, nabla_bs: &Vec<Array2<f64>>, nabla_ws: &Vec<Array2<f64>>, )

Source§

fn initialize(&mut self, layers: &Vec<Layer<'_>>)

Source§

fn pre_update(&mut self)

Source§

fn post_update(&mut self)

Source§

impl Summary for ADAM

Source§

fn summerize(&self) -> String

Auto Trait Implementations§

§

impl Freeze for ADAM

§

impl RefUnwindSafe for ADAM

§

impl Send for ADAM

§

impl Sync for ADAM

§

impl Unpin for ADAM

§

impl UnwindSafe for ADAM

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> IntoEither for T

Source§

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
Source§

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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.
Source§

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

Source§

fn vzip(self) -> V