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Continuous Integration of Machine Learning Models with ease.ml/ci: Towards a Rigorous Yet Practical Treatment

Mar 01, 2019
Cedric Renggli, Bojan Karlaš, Bolin Ding, Feng Liu, Kevin Schawinski, Wentao Wu, Ce Zhang


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Exploring galaxy evolution with generative models

Dec 05, 2018
Kevin Schawinski, M. Dennis Turp, Ce Zhang

* Published in A&A. For code and further details, see http://space.ml/proj/explore 

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Using transfer learning to detect galaxy mergers

May 29, 2018
Sandro Ackermann, Kevin Schawinski, Ce Zhang, Anna K. Weigel, M. Dennis Turp

* Accepted for publication in MNRAS. Code and data on https://space.ml/proj/transfer_learning 

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Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit

Feb 01, 2017
Kevin Schawinski, Ce Zhang, Hantian Zhang, Lucas Fowler, Gokula Krishnan Santhanam

* Accepted for publication in MNRAS, for the full code and a virtual machine set up to run it, see http://space.ml/proj/GalaxyGAN.html 

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