bregaldo / galactic_wavelets

Wavelet Scattering Transform in PyTorch for 3D Fields and Galaxy Surveys

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Wavelet Scattering Transform for Galaxy Clustering Analysis

This package enables the computation of the Wavelet Scattering Tranform (WST) on galaxy catalogs. It also applies to any kind of 3D fields (e.g. cosmological density fields).

Check out the examples/ folder for use cases.

Install

This package relies on PyTorch (version beyond 2.0). Mesh creation from galaxy catalogs also requires nbodykit.

pip install -r requirements.txt
pip install .

About

Wavelet Scattering Transform in PyTorch for 3D Fields and Galaxy Surveys

License:BSD 3-Clause "New" or "Revised" License


Languages

Language:Jupyter Notebook 69.5%Language:Python 30.5%