Wavelets Python Packages

pywavelets

PyWavelets - Wavelet Transforms in Python

kymatio

Wavelet scattering transforms in Python with GPU acceleration

pawflim

Wavelet denoising of phasors.

sleplet

Slepian Scale-Discretised Wavelets in Python

cr-sparse

Functional models and algorithms for sparse signal processing

jaxwt

Differentiable and gpu enabled fast wavelet transforms in JAX.

periodicity

Useful tools for periodicity analysis in time series data.

pysap-mri

MRI external plugin for Python Sparse data Analysis Package

waveletnn

Orthonormal and Biorthogonal wavelet transform in PyTorch

mrfpy

Multi Resolution Forecasting

cr-wavelets

Wavelets with JAX

ssq

An optimized synchrosqueezed transform in pure C++

s2scat

Differentiable and GPU accelerated scattering covariance statistics on the sphere

awave

Adaptive, interpretable wavelets across domains (NeurIPS 2021)

waveletml

WaveletML: A Scalable and Extensible Wavelet Neural Network Framework

spectrans

Modular spectral transformer implementations in PyTorch with Fourier, wavelet, and other frequency-domain operations for efficient sequence modeling.

mso-wt

Maximal Spectral Overlap Wavelet Transform

pyflaglet

Fast and exact wavelet transform on the 3-dimensional ball