pub struct Hextral { /* private fields */ }Implementations§
Source§impl Hextral
impl Hextral
pub fn new(qft: f64, laplace: f64) -> Self
pub fn forward_pass( &self, input: &DVector<f64>, activation: ActivationFunction, ) -> DVector<f64>
pub fn train( &mut self, inputs: &[DVector<f64>], targets: &[DVector<f64>], learning_rate: f64, regularization: Regularization, epochs: usize, batch_size: usize, )
pub fn update_parameters( &mut self, learning_rate: f64, gradients: &DMatrix<f64>, regularization: &Regularization, )
pub fn predict(&self, input: &DVector<f64>) -> DVector<f64>
pub fn evaluate(&self, inputs: &[DVector<f64>], targets: &[DVector<f64>]) -> f64
Auto Trait Implementations§
impl Freeze for Hextral
impl RefUnwindSafe for Hextral
impl Send for Hextral
impl Sync for Hextral
impl Unpin for Hextral
impl UnwindSafe for Hextral
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.