Struct EEMD

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pub struct EEMD {
    pub ensemble_size: usize,
    pub noise_amplitude: f64,
    pub emd_config: EMDConfig,
    pub random_seed: Option<u64>,
}

Expand description

Ensemble Empirical Mode Decomposition (EEMD) for improved robustness

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§ensemble_size: usize

Number of ensemble members

§noise_amplitude: f64

Noise amplitude (as fraction of signal std)

§emd_config: EMDConfig

EMD configuration

§random_seed: Option<u64>

Optional seed for random number generation If None, uses a random seed for true randomness If Some(seed), uses the provided seed for reproducibility

Implementations§

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impl EEMD

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pub fn for_finance() -> Self

Create EEMD configuration for financial data

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pub fn with_seed(self, seed: u64) -> Self

Create EEMD configuration with a specific seed for reproducibility

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pub fn decompose(&self, signal: &Signal<f64>) -> Result<EMDResult>

Perform Ensemble EMD

Trait Implementations§

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impl Default for EEMD

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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 EEMD

Blanket Implementations§

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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

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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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