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

audioflux

A library for audio and music analysis, feature extraction.

py4tsa

Package for Time Series Analysis

pymodalib

Python library containing the algorithms used by PyMODA.

discoepg

Machine Learning for Automated Electrical Penetration Graph Analysis of Aphid Feeding Behavior: Accelerating Research on Insect-Plant Interactions

zeon-ta

Technical analysis indicators for Python — classic and modern academic tools together.

wavelet-buffer

A universal C++ compression library based on wavelet transformation

jaxwt

Differentiable and gpu enabled fast wavelet transforms in JAX.

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

vikshep

Deterministic wavelet-scattering features for physics. Open control plane (AGPL); GPU engine distributed as binaries. Nothing learned, nothing leaked.

tt-wavelet

Lifting Wavelet Transform (LWT) library optimized for Tenstorrent accelerators using tt-metal.

ssq

An optimized synchrosqueezed transform in pure C++

wavemix

2D discrete Wavelet Transform for Image Classification and Segmentation

waveletml

WaveletML: A Scalable and Extensible Wavelet Neural Network Framework

wavelet-loss

Wavelet-based loss calculations

cwtlayerkeras

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

ninwavelets

Python package of wavelet transform with new features