sklears_compose::cv_pipelines::multimodal_processing

Struct AlignmentLearningConfig

pub struct AlignmentLearningConfig {
    pub enabled: bool,
    pub alignment_weight: f64,
    pub use_cca: bool,
    pub cca_regularization: f64,
    pub max_canonical_components: usize,
    pub adversarial_alignment: bool,
    pub adversarial_weight: f64,
}

Expand description

Alignment learning configuration

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§enabled: bool

Enable alignment learning

§alignment_weight: f64

Alignment loss weight

§use_cca: bool

Use canonical correlation analysis

§cca_regularization: f64

CCA regularization parameter

§max_canonical_components: usize

Maximum canonical components

§adversarial_alignment: bool

Use adversarial alignment

§adversarial_weight: f64

Adversarial loss weight

Implementations§

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impl AlignmentLearningConfig

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pub fn canonical_correlation() -> Self

Create canonical correlation analysis configuration

Trait Implementations§

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impl Clone for AlignmentLearningConfig

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fn clone(&self) -> AlignmentLearningConfig

Returns a duplicate of the value. Read more

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

Performs copy-assignment from source. Read more

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impl Debug for AlignmentLearningConfig

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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 AlignmentLearningConfig

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fn default() -> Self

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

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impl<'de> Deserialize<'de> for AlignmentLearningConfig

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fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

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impl Serialize for AlignmentLearningConfig

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fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

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impl UnwindSafe for AlignmentLearningConfig

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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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

Returns the argument unchanged.

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

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fn into(self) -> U

Calls U::from(self).

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

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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