SimdStatistics

sklears_impute::simd_ops

Struct SimdStatistics

pub struct SimdStatistics;

Expand description

Optimized statistical calculations using SIMD

Implementations§

impl SimdStatistics

pub fn mean_simd(data: &[f64]) -> f64

Optimized mean calculation using SIMD

pub fn variance_simd(data: &[f64], mean: Option<f64>) -> f64

Optimized variance calculation using SIMD

pub fn std_dev_simd(data: &[f64], mean: Option<f64>) -> f64

Optimized standard deviation calculation

pub fn min_max_simd(data: &[f64]) -> (f64, f64)

Optimized min/max finding using SIMD

pub fn quantile_simd(data: &[f64], q: f64) -> f64

Optimized quantile calculation using SIMD for sorting

Auto Trait Implementations§

impl Freeze for SimdStatistics

impl RefUnwindSafe for SimdStatistics

impl Send for SimdStatistics

impl Sync for SimdStatistics

impl Unpin for SimdStatistics

impl UnwindSafe for SimdStatistics

Blanket Implementations§

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

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