DeepSoluE

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DeepSoluE is developed for protein solubility prediction.

The physicochemical features and distributed amino acid representative information were combined to uncover sequence patterns in multiple aspects, and a genetic algorithm was used for optimal feature subset selection. Finally, LSTM networks were applied to integrate feature information and to perform classification.

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