PyWavelets 1.7.0
PyWavelets, wavelet transform module
PyWavelets is an open-source Python library that provides a high-level interface for performing wavelet transforms. It supports 1D, 2D, and nD Forward and Inverse Discrete Wavelet Transform (DWT and IDWT), Multilevel DWT and IDWT, and Stationary Wavelet Transform (Undecimated Wavelet Transform). It also supports 1D and 2D Wavelet Packet decomposition and reconstruction, and 1D Continuous Wavelet Transform. This makes it a versatile tool for signal and image processing tasks, where wavelet transforms are often used for data analysis and feature extraction.
Stars: 2042, Watchers: 2042, Forks: 470, Open Issues: 76The PyWavelets/pywt
repo was created 11 years ago and the last code push was 1 weeks ago.
The project is very popular with an impressive 2042 github stars!
How to Install pywavelets
You can install pywavelets using pip
pip install pywavelets
or add it to a project with poetry
poetry add pywavelets
Package Details
- Author
- None
- License
- Copyright (c) 2006-2012 Filip Wasilewski <http://en.ig.ma/> Copyright (c) 2012-2020 The PyWavelets Developers <https://github.com/PyWavelets/pywt> Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
- Homepage
- https://github.com/PyWavelets/pywt
- PyPi:
- https://pypi.org/project/PyWavelets/
- Documentation:
- https://pywavelets.readthedocs.io/
- GitHub Repo:
- https://github.com/PyWavelets/pywt
Classifiers
- Software Development/Libraries/Python Modules
Related Packages
Errors
A list of common pywavelets errors.
Code Examples
Here are some pywavelets
code examples and snippets.
GitHub Issues
The pywavelets package has 76 open issues on GitHub
- wrapper tools to help the user: scale2frequency, frequency2scale, show_wavelet
- distutils was deprecated in Python 3.10