Wavelets Python Packages

pywavelets

PyWavelets - Wavelet Transforms in Python

kymatio

Wavelet scattering transforms in Python with GPU acceleration

scientific-computing-system

Pure-Python computational science with zero runtime dependencies: linear algebra, ODE/PDE solvers, quadrature, Monte Carlo, statistics, signal processing, quantum simulation, uncertainty quantification, sensitivity analysis, dimensional analysis, and reproducible workflows.

pawflim

Wavelet denoising of phasors.

pysap-mri

MRI external plugin for Python Sparse data Analysis Package

cognitive-discovery-platform

Pure-Python computational science with zero runtime dependencies: linear algebra, ODE/PDE solvers, quadrature, Monte Carlo, statistics, signal processing, quantum simulation, uncertainty quantification, sensitivity analysis, dimensional analysis, and reproducible workflows.

cognitive-discovery-system

Pure-Python computational science with zero runtime dependencies: linear algebra, ODE/PDE solvers, quadrature, Monte Carlo, statistics, signal processing, quantum simulation, uncertainty quantification, sensitivity analysis, dimensional analysis, and reproducible workflows.

sleplet

Slepian Scale-Discretised Wavelets in Python

fbscatnet

Library to create Fourier Bessel wavelets and use them to produce embeddings through a Scattering Network

jaxwt

Differentiable and gpu enabled fast wavelet transforms in JAX.

cr-sparse

Functional models and algorithms for sparse signal processing

waveletnn

Orthonormal and Biorthogonal wavelet transform in PyTorch

periodicity

Useful tools for periodicity analysis in time series data.

tt-wavelet

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

cr-wavelets

Wavelets with JAX

vitali

Multiscale geometric analysis of point clouds: geometric multi-resolution analysis and diffusion wavelets, in Rust, with Python bindings and a MATLAB bridge

ssq

An optimized synchrosqueezed transform in pure C++

mrfpy

Multi Resolution Forecasting

s2scat

Differentiable and GPU accelerated scattering covariance statistics on the sphere

waveletml

WaveletML: A Scalable and Extensible Wavelet Neural Network Framework

awave

Adaptive, interpretable wavelets across domains (NeurIPS 2021)

wavelet-loss

Wavelet-based loss calculations

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