Functional annotation of enzyme encoding genes using deep learning with transformer layers
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资源简介:
Supplementary datasets for the paper "Improved annotation of enzyme encoding genes using deep learning with transformer layers". The datasets include Supplementary Data 1 (Predicted EC numbers for protein sequences from Swiss-Prot database using DeepECtransformer), Supplementary Data 2 (Visualization of the latent representations of enzyme sequences in the Swiss-Prot database using TMAP), Supplementary Data 3 (Commonly highlighted motifs for each EC number using DeepEC v2 neural network), Supplementary Data 4 (Sequences for each of strain specific alleles), Supplementary Data 5 (EC number prediction results for the y-ome proteins), and Supplementary Data 6 (EC numbers of 128,100,490 protein sequences in 70,600 genomes in NCBI).
提供机构:
Lee, Jong An; Palsson, Bernhard O.; Kim, Ji Yeon; Kim, Gi Bae; Norsigian, Charles J.; Lee, Sang Yup创建时间:
2023-05-06



