RegularizationFactory

sklears_linear::regularization_schemes

Struct RegularizationFactory

pub struct RegularizationFactory;

Expand description

Factory for creating common regularization schemes

Implementations§

impl RegularizationFactory

pub fn l1(alpha: Float) -> Result<Box<dyn Regularization>>

Create L1 (Lasso) regularization

pub fn l2(alpha: Float) -> Result<Box<dyn Regularization>>

Create L2 (Ridge) regularization

pub fn elastic_net( alpha: Float, l1_ratio: Float, ) -> Result<Box<dyn Regularization>>

Create Elastic Net regularization

pub fn group_lasso( alpha: Float, groups: Vec<usize>, ) -> Result<Box<dyn Regularization>>

Create Group Lasso regularization

pub fn composite() -> CompositeRegularization

Create a composite regularization builder

Auto Trait Implementations§

impl Freeze for RegularizationFactory

impl RefUnwindSafe for RegularizationFactory

impl Send for RegularizationFactory

impl Sync for RegularizationFactory

impl Unpin for RegularizationFactory

impl UnwindSafe for RegularizationFactory

Blanket Implementations§

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