pub struct CosineDistance;Expand description
Cosine distance: $d(a, b) = 1 - \frac{a \cdot b}{|a| \cdot |b|}$.
§Example
use cvx_core::DistanceMetric;
use cvx_index::metrics::CosineDistance;
let d = CosineDistance;
let a = vec![1.0, 0.0];
let b = vec![1.0, 0.0];
assert!(d.distance(&a, &b) < 1e-5); // same direction → 0.0Trait Implementations§
Source§impl Clone for CosineDistance
impl Clone for CosineDistance
Source§fn clone(&self) -> CosineDistance
fn clone(&self) -> CosineDistance
Returns a copy of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl DistanceMetric for CosineDistance
impl DistanceMetric for CosineDistance
impl Copy for CosineDistance
Auto Trait Implementations§
impl Freeze for CosineDistance
impl RefUnwindSafe for CosineDistance
impl Send for CosineDistance
impl Sync for CosineDistance
impl Unpin for CosineDistance
impl UnwindSafe for CosineDistance
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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