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DeepJetCore

Kieseler, Jan; Stoye, Markus; Verzetti, Mauro; Silva, Pedro; MEHTA, Swapneel Sundeep; Stakia, Anna; IIYAMA, Yutaro; Bols, Emil; QASIM, Shah Rukh; KIRSCHENMANN, Henning; Qu, Huilin; Rieger, Marcel; Gouskos, Loukas

DeepJetCore: Package for training and evaluation of deep neural networks for HEP

This package provides the basic functions for out-of-memory training, resampling, and basic evaluation. For simple use cases, only two files need to be adapted: the actual training data structures, describing how to fill numpy arrays from root trees, and the DNN model itself. Both must be defined in an additional user package. Please refer to the Section 'Usage' for more information.

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Publication date:
February 17, 2020
DOI:
10.5281/zenodo.3670882

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Version 2.0 10.5281/zenodo.3670882 Feb 17, 2020
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