Struct RegularizationConfig 

pub struct RegularizationConfig<T: FloatBounds> {
    pub regularization_type: RegularizationType,
    pub l1_lambda: T,
    pub l2_lambda: T,
    pub regularize_bias: bool,
}

Configuration for regularization

Fields

regularization_type: RegularizationType

Type of regularization

l1_lambda: T

L1 regularization strength

l2_lambda: T

L2 regularization strength

regularize_bias: bool

Whether to include bias terms in regularization

Implementations

impl<T: FloatBounds> RegularizationConfig<T>

pub fn l1(lambda: T) -> Self

Create L1 regularization configuration

pub fn l2(lambda: T) -> Self

Create L2 regularization configuration

pub fn elastic_net(l1_lambda: T, l2_lambda: T) -> Self

Create Elastic Net regularization configuration

pub fn regularize_bias(self, regularize: bool) -> Self

Set whether to regularize bias terms

Trait Implementations

impl<T: Clone + FloatBounds> Clone for RegularizationConfig<T>

fn clone(&self) -> RegularizationConfig<T>

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl<T: Debug + FloatBounds> Debug for RegularizationConfig<T>

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

Formats the value using the given formatter.

impl<T: FloatBounds> Default for RegularizationConfig<T>

fn default() -> Self

Returns the “default value” for a type.