deepDNA | hybrid convolutional and recurrent neural network

deepDNA is a Python library. deepDNA has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However deepDNA build file is not available. You can download it from GitHub.

a hybrid convolutional and recurrent neural network for compressing compression human mitochondrial genomes. deepDNA, a novel unified model called deepDNA that combines the convolutional neural network (CNN) with the long short-term memory network (LSTM) for compressing human mitochondrial genome sequences. The experiment has shown that out method deepDNA is able to learn sequence local features through a convolutional layer, and to learn higher level representations of long-term sequences dependencies through a long short-term memory network (LSTM) layer. We evaluated the learned genome sequences representations model on human mitochondrial genome sequences compressing tasks and achieved a satisfactory result.