scirs2_stats::api_standardization_enhanced

Struct FluentStats

pub struct FluentStats<F>where
    F: Float + NumCast + Send + Sync + 'static + Display,
{ /* private fields */ }

Expand description

Enhanced fluent statistics API builder

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impl<F> FluentStats<F>
where F: Float + NumCast + Send + Sync + 'static + Display,

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pub fn new() -> Self

Create new fluent statistics API

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pub fn with_config(config: FluentStatsConfig) -> Self

Create with custom configuration

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pub fn parallel(self, enable: bool) -> Self

Configure parallel processing

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pub fn simd(self, enable: bool) -> Self

Configure SIMD optimizations

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pub fn confidence(self, level: f64) -> Self

Set confidence level

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pub fn null_handling(self, strategy: NullHandling) -> Self

Set null handling strategy

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pub fn memory_limit(self, limit: usize) -> Self

Set memory limit

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pub fn optimization(self, level: AutoOptimizationLevel) -> Self

Set auto-optimization level

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pub fn streaming(self, enable: bool) -> Self

Enable streaming operations

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pub fn format(self, format: ResultFormat) -> Self

Set result format

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pub fn descriptive(self) -> FluentDescriptive<F>

Add descriptive statistics operation

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pub fn correlation(self) -> FluentCorrelation<F>

Add correlation analysis operation

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pub fn test(self) -> FluentTesting<F>

Add hypothesis testing operation

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pub fn regression(self) -> FluentRegression<F>

Add regression analysis operation

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pub fn execute(&mut self) -> StatsResult<ChainedResults<F>>

Execute the operation chain

Trait Implementations§

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impl<F> Default for FluentStats<F>
where F: Float + NumCast + Send + Sync + 'static + Display,

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl<F> UnwindSafe for FluentStats<F>
where F: UnwindSafe,

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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

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fn into(self) -> U

Calls U::from(self).

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

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self> ⓘ

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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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
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

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