Wavelet Python Packages

pytorch-wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

pycwt

A Python module for continuous wavelet spectral analysis. It includes a collection of routines for wavelet transform and statistical analysis via FFT algorithm. In addition, the module also includes cross-wavelet transforms, wavelet coherence tests and sample scripts.

ptwt

[JMLR] Differentiable fast wavelet transforms in PyTorch with GPU support.

py4tsa

Package for Time Series Analysis

wonambi

Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be used to score sleep stages.

itk-isotropicwavelets

External Module for ITK, implementing Isotropic Wavelets and Riesz Filter for multiscale phase analysis.

memory-esn

Long-Memory Echo State Networks (fESN, wESN) for time-series forecasting

wavelet-buffer

A universal C++ compression library based on wavelet transformation

wdflow

WDF pipeline for detection

pcwa

A highly parallel and fast event detector based on CWT transform.

undouble

Python package undouble is to detect (near-)identical images.

fcwt2

Rust implementation of the fast Continuous Wavelet Transform

waveletec

Wavelet-based Eddy Covariance (flux calculation, decomposition, partitioning)

naps

An experiment for building gateware for the axiom micro / beta using amaranth-hdl

streamingwavelet

[ICML 2024] This is an implementation for Streaming Wavelet Module, which sequentially apply wavelet transform to a sequence of signal efficiently.

ccwt

Complex Continuous Wavelet Transform

fracjax

High-Performance Fractal & Econophysics Tools for Financial Time Series using JAX (GPU-Accelerated).

fourierwavelet

Fourier and wavelet analysis 👽

wasar

Python package for analyzing A-DInSAR time series.

wavpool

A network block with built in spacial and scale decomposition.

geoscale

Python library for scale-based spatial analysis

ninwavelets

Python package of wavelet transform with new features