Library for differentiable generation of synthetic skies
Project description
Diffsky is a python library based on JAX for producing mock catalogs based on diffstar and dsps.
Installation
The latest release of diffsky is available for installation with pip or conda-forge:
$ conda install -c conda-forge diffsky
To install diffsky into your environment from the source code:
$ cd /path/to/root/diffsky $ pip install .
Conda environment
For a typical development environment in conda-forge:
$ conda create -c conda-forge -n diffsky_env python=3.9 numpy jax pytest ipython jupyter matplotlib scipy h5py diffmah diffstar dsps diffsky
Documentation
Online documentation for diffsky is available at diffsky.readthedocs.io.
Testing
To run the suite of unit tests:
$ cd /path/to/root/diffsky $ pytest
To build html of test coverage:
$ pytest -v --cov --cov-report html $ open htmlcov/index.html
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diffsky-0.1.1.tar.gz
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