Astronomy and cosmology have firmly entered the data rich regime. We measure photometric properties of more than hundreds of millions of galaxies and stars. Machine learning is a data mining approach to make sense of this data flood, and has found many applications in cosmology, from the measurements of photometric redshifts, to the distinguishing between stars and galaxies.
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