/tools/ProtHGT
ProtHGT
HUBioDataLab/ProtHGT
summary
ProtHGT is a model designed for predicting protein functions by integrating diverse biological datasets into a knowledge graph. It utilizes a heterogeneous graph transformer architecture to learn complex relationships and make accurate predictions across various Gene Ontology categories.
description
A Heterogeneous Graph Transformer (HGT)-based model for protein function prediction using biological knowledge graphs and protein language models
topics
gene-ontologygene-ontology-termsheterogeneous-graph-learninghgtknowledge-graphprotein-function-predictionprotein-language-modelbiological-knowledge-graphheterogeneous-graph-transformer
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