pub struct StatUtils;
Expand description
Statistical utilities for transformation validation
Implementations§
Source§impl StatUtils
impl StatUtils
Sourcepub fn robust_stats(data: &ArrayView1<'_, f64>) -> Result<(f64, f64)>
pub fn robust_stats(data: &ArrayView1<'_, f64>) -> Result<(f64, f64)>
Calculate robust statistics (median, MAD) efficiently
Sourcepub fn robust_stats_columns(
data: &ArrayView2<'_, f64>,
) -> Result<(Array1<f64>, Array1<f64>)>
pub fn robust_stats_columns( data: &ArrayView2<'_, f64>, ) -> Result<(Array1<f64>, Array1<f64>)>
Calculate column-wise robust statistics in parallel
Sourcepub fn detect_outliers_iqr(
data: &ArrayView1<'_, f64>,
factor: f64,
) -> Result<Vec<bool>>
pub fn detect_outliers_iqr( data: &ArrayView1<'_, f64>, factor: f64, ) -> Result<Vec<bool>>
Detect outliers using IQR method
Sourcepub fn data_quality_score(data: &ArrayView2<'_, f64>) -> Result<f64>
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
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