Temporal Convolution Network

PSCLSCA: Protein SubCellular Localization based on Sequences and for Comparative Analysis

Submitted by gongyh on Sat, 05/09/2020 - 09:57

NanDeSyn website adds a new tool PSCLSCA (http://nandesyn.single-cell.cn/pscl) to predict subcellular localization for proteins.

PSCLSCA is based on HA-TCN (Hierarchical Attention-based Temporal Convolutional Network) and dataset augmentation, the accuracy on test dataset is 75.6%.

The source code of the trained model is hosted at Github (https://github.com/gongyh/PSCLSCA).

Datasets used for training/validation/test includes: