Vector

Struct Vector 

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pub struct Vector<'v, 't> { /* private fields */ }
Expand description

A single WordVector

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impl<'v, 't> Vector<'v, 't>

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pub fn new(data: &'v [f32], term: &'t str) -> Self

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pub fn data(&self) -> &[f32]

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pub fn term(&self) -> &str

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pub fn dim(&self) -> usize

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pub fn cosine<'v2, 't2, R>(&self, other: &R) -> f32
where R: AsVectorRef<'v2, 't2>,

Calculates the cosine similarity between two words.

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pub fn dot<'v2, 't2, R>(&self, other: &R) -> f32
where R: AsVectorRef<'v2, 't2>,

Calculates the dot product of two vectors

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pub fn vec(&self) -> DVectorView<'_, f32>

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pub fn length(&self) -> f32

Calculates the 2-norm

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impl<'v, 't, 'v2, 't2, T> Add<T> for Vector<'v, 't>
where T: AsVectorRef<'v2, 't2>,

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type Output = OwnedVector

The resulting type after applying the + operator.
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fn add(self, rhs: T) -> Self::Output

Performs the + operation. Read more
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impl<'v, 't> AsVectorRef<'v, 't> for &Vector<'v, 't>

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fn as_vec_ref(&self) -> Vector<'v, 't>

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impl<'v, 't> AsVectorRef<'v, 't> for Vector<'v, 't>

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fn as_vec_ref(&self) -> Vector<'v, 't>

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impl<'v, 't> Clone for Vector<'v, 't>

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fn clone(&self) -> Vector<'v, 't>

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<'v, 't> Debug for Vector<'v, 't>

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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<'v, 't> PartialEq for Vector<'v, 't>

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fn eq(&self, other: &Vector<'v, 't>) -> bool

Tests for self and other values to be equal, and is used by ==.
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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<'v, 't> Serialize for Vector<'v, 't>

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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<'v, 't> ToOwned for Vector<'v, 't>

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type Owned = OwnedVector

The owned type this is being converted to.
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fn to_owned(&self) -> Self::Owned

Perform a covnersion from a reference to owned value.
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impl<'v, 't> Copy for Vector<'v, 't>

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impl<'v, 't> StructuralPartialEq for Vector<'v, 't>

Auto Trait Implementations§

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impl<'v, 't> Freeze for Vector<'v, 't>

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impl<'v, 't> RefUnwindSafe for Vector<'v, 't>

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impl<'v, 't> Send for Vector<'v, 't>

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impl<'v, 't> Sync for Vector<'v, 't>

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impl<'v, 't> Unpin for Vector<'v, 't>

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impl<'v, 't> UnwindSafe for Vector<'v, 't>

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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<U> 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> Same for T

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type Output = T

Should always be Self
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impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

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fn to_subset(&self) -> Option<SS>

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

Checks if self is actually part of its subset T (and can be converted to it).
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fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
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fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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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
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<T> Scalar for T
where T: 'static + Clone + PartialEq + Debug,