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OptimizationConfig

cox_hazards::optimization

Struct OptimizationConfig

pub struct OptimizationConfig {
    pub l1_penalty: f64,
    pub l2_penalty: f64,
    pub max_iterations: usize,
    pub tolerance: f64,
    pub optimizer_type: OptimizerType,
    pub learning_rate: f64,
    pub beta1: f64,
    pub beta2: f64,
    pub epsilon: f64,
}

Expand description

Configuration for Cox model optimization

Fields§

§l1_penalty: f64§l2_penalty: f64§max_iterations: usize§tolerance: f64§optimizer_type: OptimizerType§learning_rate: f64§beta1: f64§beta2: f64§epsilon: f64

Trait Implementations§

impl Clone for OptimizationConfig

fn clone(&self) -> Self

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

impl Debug for OptimizationConfig

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

Formats the value using the given formatter. Read more

impl Default for OptimizationConfig

fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

impl Freeze for OptimizationConfig

impl RefUnwindSafe for OptimizationConfig

impl Send for OptimizationConfig

impl Sync for OptimizationConfig

impl Unpin for OptimizationConfig

impl UnsafeUnpin for OptimizationConfig

impl UnwindSafe for OptimizationConfig

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

impl<T> CloneToUninit for T
where T: Clone,

unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> ToOwned for T
where T: Clone,

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

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

type Error = !

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, !>

Performs the conversion.

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.

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

Performs the conversion.