SimdDistanceCalculator

sklears_impute::simd_ops

Struct SimdDistanceCalculator

pub struct SimdDistanceCalculator;

Expand description

Optimized distance calculations using SIMD and unsafe code

Implementations§

impl SimdDistanceCalculator

pub fn euclidean_distance_simd(x: &[f64], y: &[f64]) -> f64

Optimized Euclidean distance calculation using SIMD

pub fn manhattan_distance_simd(x: &[f64], y: &[f64]) -> f64

Optimized Manhattan distance calculation using SIMD

pub fn nan_euclidean_distance_simd(x: &[f64], y: &[f64]) -> f64

NaN-aware Euclidean distance for missing data

pub fn cosine_similarity_simd(x: &[f64], y: &[f64]) -> f64

Optimized cosine similarity calculation

Auto Trait Implementations§

impl Freeze for SimdDistanceCalculator

impl RefUnwindSafe for SimdDistanceCalculator

impl Send for SimdDistanceCalculator

impl Sync for SimdDistanceCalculator

impl Unpin for SimdDistanceCalculator

impl UnwindSafe for SimdDistanceCalculator

Blanket Implementations§

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

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where T: ?Sized,

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impl<T, U> Into<U> for T
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type Init = T

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fn vzip(self) -> V