Struct AdaptiveKernelMatrix

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pub struct AdaptiveKernelMatrix { /* private fields */ }

Expand description

Adaptive kernel with automatic bandwidth adjustment.

Updates kernel parameters based on incoming data statistics.

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impl AdaptiveKernelMatrix

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pub fn new<F>( kernel_factory: F, initial_bandwidth: f64, adaptation_rate: f64, ) -> Self
where F: Fn(f64) -> Box<dyn Kernel + Send + Sync> + Send + Sync + 'static,

Create adaptive kernel with bandwidth factory function.

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pub fn add_sample(&mut self, sample: Vec<f64>) -> Result<()>

Add sample with adaptive bandwidth update.

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pub fn bandwidth(&self) -> f64

Get current bandwidth.

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pub fn get_matrix(&self) -> &Vec<Vec<f64>>

Get the underlying matrix.

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pub fn len(&self) -> usize

Get number of samples.

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pub fn is_empty(&self) -> bool

Check if empty.

Auto Trait Implementations§

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impl !UnwindSafe for AdaptiveKernelMatrix

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

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

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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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