DiagnosticTools

sklears_utils::debug

Struct DiagnosticTools

pub struct DiagnosticTools;

Expand description

Diagnostic utilities for troubleshooting

Implementations§

impl DiagnosticTools

pub fn system_check() -> Vec<String>

Run basic system diagnostics

pub fn validate_ml_inputs( features: &[Vec<f64>], targets: Option<&[f64]>, ) -> UtilsResult<Vec<String>>

Validate algorithm inputs

pub fn text_histogram(data: &[f64], bins: usize) -> String

Visualize data distribution (simplified text histogram)

Auto Trait Implementations§

impl Freeze for DiagnosticTools

impl RefUnwindSafe for DiagnosticTools

impl Send for DiagnosticTools

impl Sync for DiagnosticTools

impl Unpin for DiagnosticTools

impl UnwindSafe for DiagnosticTools

Blanket Implementations§

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

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impl<T> Borrow<T> for T
where T: ?Sized,

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impl<T> BorrowMut<T> for T
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impl<T, U> Into<U> for T
where U: From<T>,

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That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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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,

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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>,

type Error = Infallible

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Performs the conversion.

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type Error = <U as TryFrom<T>>::Error

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impl<V, T> VZip<V> for T
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fn vzip(self) -> V