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PrototypicalNetwork

oxirs_embed::multimodal

Struct PrototypicalNetwork 

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pub struct PrototypicalNetwork {
    pub feature_extractor: HashMap<String, Array2<f32>>,
    pub prototype_method: PrototypeMethod,
    pub distance_metric: DistanceMetric,
}
Expand description

Prototypical network for few-shot learning

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§feature_extractor: HashMap<String, Array2<f32>>

Feature extractor parameters

§prototype_method: PrototypeMethod

Prototype computation method

§distance_metric: DistanceMetric

Distance metric

Trait Implementations§

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impl Clone for PrototypicalNetwork

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fn clone(&self) -> PrototypicalNetwork

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 PrototypicalNetwork

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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 PrototypicalNetwork

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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 PrototypicalNetwork

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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 PrototypicalNetwork

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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

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impl<T> Any for T
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Gets the TypeId of self. Read more
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Immutably borrows from an owned value. Read more
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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
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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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fn from(t: T) -> T

Returns the argument unchanged.

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where T: Clone,

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Converts to this type from a reference to the input type.
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Calls U::from(self).

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

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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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const ALIGN: usize

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type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

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Create a new Policy that returns Action::Follow only if self and other return Action::Follow. Read more
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Create a new Policy that returns Action::Follow if either self or other returns Action::Follow. Read more
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type Output = T

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The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more
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fn vzip(self) -> V

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