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CuttingPlaneConfig

oxicuda_seq::ssvm::cutting_plane

Struct CuttingPlaneConfig 

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pub struct CuttingPlaneConfig {
    pub max_iter: usize,
    pub lr: f64,
    pub lr_decay: f64,
    pub regularisation: f64,
    pub tol: f64,
}
Expand description

Hyper-parameters for sub-gradient / cutting-plane SSVM training.

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§max_iter: usize

Maximum training epochs.

§lr: f64

Initial learning rate.

§lr_decay: f64

Learning-rate decay: lr_t = lr / (1 + lr_decay · t).

§regularisation: f64

L2 regularisation factor on parameters.

§tol: f64

Stop when total Hamming loss falls below this.

Trait Implementations§

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impl Clone for CuttingPlaneConfig

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fn clone(&self) -> CuttingPlaneConfig

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
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impl Copy for CuttingPlaneConfig

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impl Debug for CuttingPlaneConfig

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

Formats the value using the given formatter. Read more
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impl Default for CuttingPlaneConfig

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fn default() -> Self

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

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

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fn type_id(&self) -> TypeId

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

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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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
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impl<T> From<T> for T

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fn from(t: T) -> T

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

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fn into(self) -> U

Calls U::from(self).

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type Owned = T

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fn to_owned(&self) -> T

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

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impl<T, U> TryFrom<U> for T
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type Error = Infallible

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

Performs the conversion.
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impl<T, U> TryInto<U> for T
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type Error = <U as TryFrom<T>>::Error

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

Performs the conversion.