stemu: s(t) emulation of smooth functions by stacking

stemu:: s(t) emulation of smooth functions by stacking
Author:: Harry Bevins & Will Handley
Version:: 0.0.0
Homepage:: https://github.com/handley-lab/stemu
Documentation:: http://stemu.readthedocs.io/

A repository for emulation of smooth functions by stacking

UNDER CONSTRUCTION

Features

Installation

stemu can be installed via pip

pip install stemu

via conda

conda install -c handley-lab stemu

or via the github repository

git clone https://github.com/handley-lab/stemu
cd stemu
python -m pip install .

You can check that things are working by running the test suite:

python -m pytest
black .
isort --profile black .
pydocstyle --convention=numpy stemu

Dependencies

Basic requirements:

Python 3.6+
anesthetic

Documentation:

Tests:

pytest

Documentation

Full Documentation is hosted at ReadTheDocs. To build your own local copy of the documentation you’ll need to install sphinx. You can then run:

python -m pip install ".[all,docs]"
cd docs
make html

and view the documentation by opening docs/build/html/index.html in a browser. To regenerate the automatic RST files run:

sphinx-apidoc -fM -t docs/templates/ -o docs/source/ stemu/

Citation

If you use stemu to generate results for a publication, please cite as:

H.T.J. Bevins, W.J. Handley, A. Fialkov, E. de Lera Acedo, K. Javid. globalemu: a novel and robust approach for emulating the sky-averaged 21-cm signal from the cosmic dawn and epoch of reionization, DOI: 10.1093/mnras/stab2737, Mon.Not.Roy.Astron.Soc. 508 (2021) 2, 2923-2936

or using the BibTeX:

@article{Bevins:2021eah,
        author = "Bevins, H. T. J. and Handley, W. J. and Fialkov, A. and Acedo, E. de Lera and Javid, K.",
        title = "{globalemu: a novel and robust approach for emulating the sky-averaged 21-cm signal from the cosmic dawn and epoch of reionization}",
        eprint = "2104.04336",
        archivePrefix = "arXiv",
        primaryClass = "astro-ph.CO",
        doi = "10.1093/mnras/stab2737",
        journal = "Mon. Not. Roy. Astron. Soc.",
        volume = "508",
        number = "2",
        pages = "2923--2936",
        year = "2021"
}

Contributing

There are many ways you can contribute via the GitHub repository.

You can open an issue to report bugs or to propose new features.
Pull requests are very welcome. Note that if you are going to propose major changes, be sure to open an issue for discussion first, to make sure that your PR will be accepted before you spend effort coding it.
Adding models and data to the grid. Contact Will Handley to request models or ask for your own to be uploaded.