PyWavelet

PyWavelet is a Python package for transforming 1D data into the wavelet domain.

To install the package, run the following command:

pip install pywavelet

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Time → wavelet

Frequency → wavelet

Conceptual time–frequency track

Where to start

• Quickstart for a minimal transform/inverse-transform example

• How it works for the conceptual overview

• Backends & Precision for NumPy/JAX/CuPy and precision selection

• Choosing parameters for choosing Nf/Nt/mult

• Window function for the window (phi / phitilde) explanation

• API for the full API reference

• the notebooks under examples/ for worked examples and plots

Acknowledging PyWavelet

If you use PyWavelet in your research, please acknowledge it by citing the works in Citing PyWavelet.