pywst 0.9

WST and RWST analyses tools for astrophysical data.

PyWST : WST and RWST for astrophysics

PyWST is a public Python package designed to perform statistical analyses of two-dimensional data with the Wavelet Scattering Transform (WST) and the Reduced Wavelet Scattering Transform (RWST).

The WST/RWST give you convenient sets of coefficients that describe your non-Gaussian data in a comprehensive way.

Install PyWST and check out our Jupyter notebook tutorial in the examples/ folder.

If you use this package, please cite the following paper:

B. Regaldo-Saint Blancard, F. Levrier, E. Allys, E. Bellomi, F. Boulanger (2020). Statistical description of dust polarized emission from the diffuse interstellar medium - A WST/RWST approach. arXiv preprint arXiv:????

Install/Uninstall

Standard installation (from the Python Package Index)

Type in a console:

pip install pywst

Install from source

Clone the repository and type from the main directory:

pip install -r requirements.txt
pip install .

Uninstall

pip uninstall pywst

Changelog

0.9

• First public version.