Struct EEMD 

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

Ensemble Empirical Mode Decomposition (EEMD) for improved robustness

Fields

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

impl EEMD

pub fn for_finance() -> Self

Create EEMD configuration for financial data

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

Create EEMD configuration with a specific seed for reproducibility

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

Perform Ensemble EMD

Trait Implementations

impl Clone for EEMD

fn clone(&self) -> EEMD

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for EEMD

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for EEMD

fn default() -> Self

Returns the “default value” for a type.