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Predicting multi-label protein subcellular localization by wMLDAe dimensionality reduction and ProSVM classifier.
A deep-learning framework for protein subcellular and suborganellar localization prediction with residue-level interpretation. MULocDeep is a deep learning model for protein localization prediction at both sub-cellular level and sub-organellar level. It also has the ability to interpret localization mechanism at a amino acid resolution. Users can go to our webserver at xxx.xxx for localiztion prediction and visualization. This repository is for running MuLocDeep locally. A protein localization prediction tool at sub-cellular and sub-organellar levels. MULocDeep: An Interpretable Deep Learning Model for Protein Localization Prediction at the Sub-organelle Resolution (in submission).