StatUtils

scirs2_transform::utils

Struct StatUtils

pub struct StatUtils;

Expand description

Statistical utilities for transformation validation

Implementations§

impl StatUtils

pub fn robust_stats(data: &ArrayView1<'_, f64>) -> Result<(f64, f64)>

Calculate robust statistics (median, MAD) efficiently

pub fn robust_stats_columns( data: &ArrayView2<'_, f64>, ) -> Result<(Array1<f64>, Array1<f64>)>

Calculate column-wise robust statistics in parallel

pub fn detect_outliers_iqr( data: &ArrayView1<'_, f64>, factor: f64, ) -> Result<Vec<bool>>

Detect outliers using IQR method

pub fn data_quality_score(data: &ArrayView2<'_, f64>) -> Result<f64>

Calculate data quality score

Auto Trait Implementations§

impl Freeze for StatUtils

impl RefUnwindSafe for StatUtils

impl Send for StatUtils

impl Sync for StatUtils

impl Unpin for StatUtils

impl UnwindSafe for StatUtils

Blanket Implementations§

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

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The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

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Checks if self is actually part of its subset T (and can be converted to it).

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