pub enum Regularization<T: Float> {
    L1(T),
    L2(T),
    ElasticNet(T, T),
    None,
}
Expand description

Model Regularization

Variants

L1(T)

L1 Regularization

L2(T)

L2 Regularization

ElasticNet(T, T)

Elastic Net Regularization (L1 and L2)

None

No Regularization

Implementations

Compute the regularization addition to the cost.

Compute the regularization addition to the gradient.

Trait Implementations

Returns a copy of the value. Read more
Performs copy-assignment from source. Read more
Formats the value using the given formatter. Read more

Auto Trait Implementations

Blanket Implementations

Gets the TypeId of self. Read more
Immutably borrows from an owned value. Read more
Mutably borrows from an owned value. Read more

Returns the argument unchanged.

Calls U::from(self).

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

The resulting type after obtaining ownership.
Creates owned data from borrowed data, usually by cloning. Read more
Uses borrowed data to replace owned data, usually by cloning. Read more
The type returned in the event of a conversion error.
Performs the conversion.
The type returned in the event of a conversion error.
Performs the conversion.