Wavelet Transform Python Packages

pywavelets

PyWavelets - Wavelet Transforms in Python

pytorch-wavelets

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

ptwt

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

ssqueezepy

Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python

pymodalib

Python library containing the algorithms used by PyMODA.

audioflux

A library for audio and music analysis, feature extraction.

discoepg

Open-source package for insects EPG data analysis

vikshep

high-performance, domain-agnostic mathematical engine for computing the Wavelet Scattering Transform (WST) of non-stationary 1-D time-series data.

wavelet-buffer

A universal C++ compression library based on wavelet transformation

omnipulse

DEPRECATED: This package has been renamed to vikshep

jaxwt

Differentiable and gpu enabled fast wavelet transforms in JAX.

wavemix

WaveMix - Pytorch

fcwt

The fast Continuous Wavelet Transform (fCWT) is a library for fast calculation of CWT.

s2wav

Differentiable and accelerated wavelet transform on the sphere with JAX

waveletnn

Orthonormal and Biorthogonal wavelet transform in PyTorch

ssq

An optimized synchrosqueezed transform in pure C++

waveletml

WaveletML: A Scalable and Extensible Wavelet Neural Network Framework

cwtlayerkeras

tensorflow 2.4 keras layer that compute cwt(continuous wavelet transformation) on signals