Metadata-Version: 2.4
Name: pz-rail-astro-tools
Version: 2.0.2
Author-email: "LSST Dark Energy Science Collaboration (DESC)" <lsst-desc-rail-admin@slac.stanford.edu>
License: MIT License
        
        Copyright (c) 2023 LSST Dark Energy Science Collaboration (DESC)
        
        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
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        OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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Classifier: Development Status :: 4 - Beta
Classifier: License :: OSI Approved :: MIT License
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python
Requires-Python: >=3.9
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: deprecated
Requires-Dist: pz-rail-base>=2.0.0-dev
Requires-Dist: numpy
Requires-Dist: pandas>=2.2.2
Requires-Dist: astropy
Requires-Dist: healpy
Requires-Dist: photerr>=1.4.0
Requires-Dist: dustmaps
Requires-Dist: pz-hyperbolic-temp
Requires-Dist: lsstdesc-gcr-catalogs
Requires-Dist: FoFCatalogMatching
Provides-Extra: dev
Requires-Dist: tables-io[full]; extra == "dev"
Requires-Dist: pytest; extra == "dev"
Requires-Dist: pytest-cov; extra == "dev"
Requires-Dist: pre-commit; extra == "dev"
Requires-Dist: pylint; extra == "dev"
Dynamic: license-file

# pz-rail-astro-tools

[![Template](https://img.shields.io/badge/Template-LINCC%20Frameworks%20Python%20Project%20Template-brightgreen)](https://lincc-ppt.readthedocs.io/en/latest/)
[![codecov](https://codecov.io/gh/LSSTDESC/pz-rail-astro-tools/branch/main/graph/badge.svg)](https://codecov.io/gh/LSSTDESC/pz-rail-astro-tools)
[![PyPI](https://img.shields.io/pypi/v/astro_tools?color=blue&logo=pypi&logoColor=white)](https://pypi.org/project/astro_tools/)

TODO - add more about your project here.

## RAIL: Redshift Assessment Infrastructure Layers

This package is part of the larger ecosystem of Photometric Redshifts
in [RAIL](https://github.com/LSSTDESC/RAIL).

### Citing RAIL

RAIL is open source and may be used according to the terms of its [LICENSE](https://github.com/LSSTDESC/RAIL/blob/main/LICENSE) [(BSD 3-Clause)](https://opensource.org/licenses/BSD-3-Clause).
If you used RAIL in your study, please cite this repository <https://github.com/LSSTDESC/RAIL>, and RAIL Team et al. (2025) <https://arxiv.org/abs/2505.02928>
```
@ARTICLE{2025arXiv250502928T,
       author = {{The RAIL Team} and {van den Busch}, Jan Luca and {Charles}, Eric and {Cohen-Tanugi}, Johann and {Crafford}, Alice and {Crenshaw}, John Franklin and {Dagoret}, Sylvie and {De-Santiago}, Josue and {De Vicente}, Juan and {Hang}, Qianjun and {Joachimi}, Benjamin and {Joudaki}, Shahab and {Bryce Kalmbach}, J. and {Kannawadi}, Arun and {Liang}, Shuang and {Lynn}, Olivia and {Malz}, Alex I. and {Mandelbaum}, Rachel and {Merz}, Grant and {Moskowitz}, Irene and {Oldag}, Drew and {Ruiz-Zapatero}, Jaime and {Rahman}, Mubdi and {Rau}, Markus M. and {Schmidt}, Samuel J. and {Scora}, Jennifer and {Shirley}, Raphael and {St{\"o}lzner}, Benjamin and {Toribio San Cipriano}, Laura and {Tortorelli}, Luca and {Yan}, Ziang and {Zhang}, Tianqing and {the Dark Energy Science Collaboration}},
        title = "{Redshift Assessment Infrastructure Layers (RAIL): Rubin-era photometric redshift stress-testing and at-scale production}",
      journal = {arXiv e-prints},
     keywords = {Instrumentation and Methods for Astrophysics, Cosmology and Nongalactic Astrophysics, Astrophysics of Galaxies},
         year = 2025,
        month = may,
          eid = {arXiv:2505.02928},
        pages = {arXiv:2505.02928},
          doi = {10.48550/arXiv.2505.02928},
archivePrefix = {arXiv},
       eprint = {2505.02928},
 primaryClass = {astro-ph.IM},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2025arXiv250502928T},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
```
Please consider also inviting the developers as co-authors on publications resulting from your use of RAIL by [making an issue](https://github.com/LSSTDESC/rail/issues/new/choose).
A convenient list of what to cite may be found under [Citing RAIL](https://rail-hub.readthedocs.io/en/latest/source/citing.html) on ReadTheDocs.
Additionally, several of the codes accessible through the RAIL ecosystem must be cited if used in a publication.

### Citing this package

If you use this package, you should also cite the appropriate papers for each
code used.  A list of such codes is included in the 
[Citing RAIL](https://lsstdescrail.readthedocs.io/en/stable/source/citing.html)
section of the main RAIL Read The Docs page.
