Enum TextAugmentation

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pub enum TextAugmentation {
    SynonymReplacement {
        probability: f64,
        num_replacements: usize,
    },
    RandomInsertion {
        probability: f64,
        num_insertions: usize,
    },
    RandomDeletion {
        probability: f64,
    },
    RandomSwap {
        probability: f64,
        num_swaps: usize,
    },
    BackTranslation {
        intermediate_language: String,
    },
    Paraphrasing {
        model_type: String,
    },
}

Expand description

Text augmentation techniques

Variants§

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SynonymReplacement

Random synonym replacement

Fields

§probability: f64

Probability of replacing each word (0.0 to 1.0)

§num_replacements: usize

Number of words to replace

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RandomInsertion

Random word insertion

Fields

§probability: f64

Probability of inserting words (0.0 to 1.0)

§num_insertions: usize

Number of words to insert

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RandomDeletion

Random word deletion

Fields

§probability: f64

Probability of deleting each word (0.0 to 1.0)

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RandomSwap

Random word swap

Fields

§probability: f64

Probability of swapping words (0.0 to 1.0)

§num_swaps: usize

Number of swaps to perform

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BackTranslation

Back translation

Fields

§intermediate_language: String

Intermediate language for back translation

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Paraphrasing

Fields

§model_type: String

Type of paraphrasing model to use

Trait Implementations§

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impl Clone for TextAugmentation

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fn clone(&self) -> TextAugmentation

Returns a duplicate of the value. Read more

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

Performs copy-assignment from source. Read more

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impl Debug for TextAugmentation

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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 PartialEq for TextAugmentation

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fn eq(&self, other: &TextAugmentation) -> bool

Tests for self and other values to be equal, and is used by ==.

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const fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

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impl StructuralPartialEq for TextAugmentation

Auto Trait Implementations§

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impl UnwindSafe for TextAugmentation

Blanket Implementations§

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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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