Module analysis 

Signal Analysis Module

Provides advanced signal analysis capabilities for cross-signal and time-frequency analysis. This module contains domain-agnostic tools applicable across various fields.

Modules

• coherence: Wavelet coherence analysis for cross-signal correlation
• denoising: Wavelet denoising with thresholding methods
• multifractal: Multifractal analysis and Hurst exponent estimation

See Also

• High-level user guide: docs/USER_GUIDE.md
• Advanced analysis overview (coherence, matching pursuit, multifractal, streaming analytics): docs/ADVANCED_ANALYSIS.md

Re-exports

pub use coherence::wavelet_coherence;

pub use coherence::cross_wavelet_spectrum;

pub use coherence::CoherenceConfig;

pub use coherence::CoherenceResult;

pub use coherence::CrossSpectrumResult;

pub use multifractal::estimate_hurst_exponent;

pub use multifractal::multifractal_spectrum;

pub use multifractal::scaling_exponents;

pub use multifractal::HurstResult;

pub use multifractal::MultifractalConfig;

pub use multifractal::MultifractalSpectrum;

pub use denoising::denoise;

pub use denoising::denoise_modwt;

pub use denoising::apply_threshold;

pub use denoising::compute_threshold;

pub use denoising::estimate_noise_mad;

pub use denoising::DenoiseConfig;

pub use denoising::ThresholdMethod;

pub use denoising::ThresholdRule;

Modules

coherence

Wavelet Coherence Module

denoising

Wavelet denoising for signal processing

multifractal

Multifractal Analysis Module