Kymatio is an implementation of the wavelet scattering transform in the Python programming language, suitable for large-scale numerical experiments in signal processing and machine learning.

This repository contains cpp/python versions of the WaveSketch and part of the data trace (the whole trace is too large) used in the paper. The Python version gives straightforward logic about how ...

Abstract: The Ricker and Gabor wavelets and their Hilbert transforms (HTs) are widely used in many physical/engineering fields. In seismology, they are commonly utilized to describe source functions ...

Abstract: The synchrosqueezed wavelet transform (SSWT) has been proven to be a powerful time-frequency analysis tool. However, this transform is unable to deal with signals with fast varying ...