Struct peroxide::numerical::optimize::Optimizer[−][src]

pub struct Optimizer<F> where
    F: Fn(&Vec<f64>, Vec<AD>) -> Option<Vec<AD>>,  { /* fields omitted */ }
Expand description

Optimizer for optimization (non-linear regression)

Methods

  • Gradient Descent
  • Gauss Newton
  • Levenberg Marquardt

Caution

  • func should be boxed. (This allows more generic function)

Implementations

impl<F> Optimizer<F> where
    F: Fn(&Vec<f64>, Vec<AD>) -> Option<Vec<AD>>, [src]

pub fn new(data: Matrix, func: F) -> Self[src]

pub fn get_domain(&self) -> Vec<f64>[src]

pub fn get_error(&self) -> f64[src]

pub fn set_init_param(&mut self, p: Vec<f64>) -> &mut Self[src]

pub fn set_max_iter(&mut self, n: usize) -> &mut Self[src]

pub fn set_method(&mut self, method: OptMethod) -> &mut Self[src]

pub fn optimize(&mut self) -> Vec<f64>[src]

Auto Trait Implementations

impl<F> RefUnwindSafe for Optimizer<F> where
    F: RefUnwindSafe, 

impl<F> Send for Optimizer<F> where
    F: Send, 

impl<F> Sync for Optimizer<F> where
    F: Sync, 

impl<F> Unpin for Optimizer<F>

impl<F> UnwindSafe for Optimizer<F> where
    F: UnwindSafe, 

Blanket Implementations

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

pub fn type_id(&self) -> TypeId[src]

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T where
    T: ?Sized, [src]

pub fn borrow(&self) -> &T[src]

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T where
    T: ?Sized, [src]

pub fn borrow_mut(&mut self) -> &mut T[src]

Mutably borrows from an owned value. Read more

impl<T> From<T> for T[src]

pub fn from(t: T) -> T[src]

Performs the conversion.

impl<T, U> Into<U> for T where
    U: From<T>, [src]

pub fn into(self) -> U[src]

Performs the conversion.

impl<T, U> TryFrom<U> for T where
    U: Into<T>, [src]

type Error = Infallible

The type returned in the event of a conversion error.

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

Performs the conversion.

impl<T, U> TryInto<U> for T where
    U: TryFrom<T>, [src]

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

The type returned in the event of a conversion error.

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

Performs the conversion.

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

pub fn vzip(self) -> V