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Probabilistic Cross-Identification of Astronomical Sources

Project description

nway is a source cross-matching tool for arbitrarily many astronomical catalogues.

Features

  • Bayesian match probabilities based on astronomical sky coordinates (RA, DEC)
  • Works with arbitrarily many catalogues
  • Can handle varying errors
  • Can incorporate additional prior information, such as the magnitude or color distributions of the sources to match
  • Works accurately and fast in small areas and all-sky catalogues

Documentation

See the manual in the doc/ folder, https://github.com/JohannesBuchner/nway/raw/master/doc/nway-manual.pdf

A full worked example with demo catalogues is included.

Installation

The easiest way to install nway is with pip:

$ pip install nway

Add –user if you do not have admin privileges. Alternatively, download the source code and run “python setup.py install”.

nway uses the following python packages:

  • numpy, scipy, matplotlib
  • astropy
  • progressbar2 or progressbar or progressbar-latest
  • joblib
  • healpy
  • pandas

nway works with both Python 3 and Python 2 and various astropy versions.

https://codecov.io/gh/JohannesBuchner/nway/branch/master/graph/badge.svg https://travis-ci.org/JohannesBuchner/nway.svg?branch=master

Reporting issues

Please file an issue on Github if you have any problems.

Citing nway correctly

Please cite Salvato et al (2017). https://arxiv.org/abs/1705.10711 (Get BibTex)

Licence

This program is free and open-source software, licensed under AGPLv3 (see LICENSE and COPYING files). Written by Johannes Buchner (C) 2013-2017

Project details


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Files for nway, version 4.1
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Filename, size nway-4.1.tar.gz (28.0 MB) File type Source Python version None Upload date Hashes View hashes

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