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The dragonn package implements deep neural networks (DNNs) for predictive modeling of regulatory genomics, feature importance methods such as DeepLIFT and in-silico mutagenesis to interpret DNNs, and sequence simulations to systematically develop and interpret dragonn models.

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Deep Neural Networks Tutorial for Regulatory Genomics

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  • Python 100.0%