Photometric Redshift Estimation

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Most implemented papers

Conditional Density Estimation Tools in Python and R with Applications to Photometric Redshifts and Likelihood-Free Cosmological Inference

tpospisi/rfcde 30 Aug 2019

We provide sample code in $\texttt{Python}$ and $\texttt{R}$ as well as examples of applications to photometric redshift estimation and likelihood-free cosmological inference via CDE.

Self-Supervised Representation Learning for Astronomical Images

georgestein/galaxy_search 24 Dec 2020

We show that, without the need for labels, self-supervised learning recovers representations of sky survey images that are semantically useful for a variety of scientific tasks.