DataQualityAssessor

sklears_utils::preprocessing

Struct DataQualityAssessor

pub struct DataQualityAssessor;

Expand description

Data quality assessment utilities

Implementations§

impl DataQualityAssessor

pub fn missing_value_stats<T>(data: &Array2<T>) -> HashMap<String, f64>
where T: Float,

Calculate missing value statistics

pub fn quality_metrics<T>(data: &Array2<T>) -> HashMap<String, f64>
where T: Float + PartialOrd + Sum + Display,

Calculate basic data quality metrics

Auto Trait Implementations§

impl Freeze for DataQualityAssessor

impl RefUnwindSafe for DataQualityAssessor

impl Send for DataQualityAssessor

impl Sync for DataQualityAssessor

impl Unpin for DataQualityAssessor

impl UnwindSafe for DataQualityAssessor

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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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 more

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where F: FnOnce(&Self) -> bool,

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

impl<T> Pointable for T

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type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

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where U: Into<T>,

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where U: TryFrom<T>,

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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V