rishimukherjee / bayes-astro-classifier

An implementation of the Henrion et al. Bayesian source classification for astronomical data sets.

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Bayesian Source Classification in Astronomical Surveys

This code implements the Bayesian soruce classification algorithm outlined in A Bayesian approach to star–galaxy classification by Marc Henrion, Daniel J. Mortlock, David J. Hand, and Axel Gandy (2011, MNRAS, 412, 2286).

The R code located in the folder henrion, is the original R implementation of the algorithm kindly provided by Marc Henrion who retains all rights. The original data used to test the algorithm is located in the data directory.

Authors: Robert J. Brunner, Mathew Ulm, and Shangjie GUo

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An implementation of the Henrion et al. Bayesian source classification for astronomical data sets.

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