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benstahl92 committed May 2, 2020
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# deepSIP

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deepSIP (deep learning of Supernova Ia Parameters) is an open-source toolkit for measuring the phase and light-curve shape (parameterized by SNooPy’s &Delta;*m*<sub>15</sub>) of a Type Ia Supernova (SN Ia) from an optical spectrum. The primary contents of the package are a set of three trained Convolutional Neural Networks (CNNs) for the aforementioned purposes, but tools for preprocessing spectra, modifying the neural architecture, training models, and sweeping through hyperparameters are also included.
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