Struct SimdStatistics

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pub struct SimdStatistics { /* private fields */ }

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SIMD-accelerated statistical computations

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impl SimdStatistics

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pub fn new() -> Self

Create new SIMD statistics calculator

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pub fn with_config(config: HardwareAccelConfig) -> Self

Create with custom configuration

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pub fn mean_simd(&self, data: &Array1<f64>) -> Result<f64>

Compute mean using SIMD

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pub fn variance_simd(&self, data: &Array1<f64>) -> Result<f64>

Compute variance using SIMD

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pub fn std_simd(&self, data: &Array1<f64>) -> Result<f64>

Compute standard deviation using SIMD

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pub fn sum_simd(&self, data: &Array1<f64>) -> Result<f64>

Compute sum using SIMD

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pub fn sum_squared_differences_simd( &self, data: &Array1<f64>, mean: f64, ) -> Result<f64>

Compute sum of squared differences from mean using SIMD

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impl Default for SimdStatistics

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fn default() -> Self

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

Auto Trait Implementations§

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impl UnwindSafe for SimdStatistics

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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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