HyperAttentionDTI: improving drug–protein interaction prediction by sequence-based deep learning with attention mechanism

Zhao, Qichang; Haochen Zhao; Zheng, Kai; Wang, Jianxin

doi:10.5281/zenodo.5039588

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HyperAttentionDTI: improving drug–protein interaction prediction by sequence-based deep learning with attention mechanism

Zhao, Qichang Haochen Zhao Zheng, Kai Wang, Jianxin

Year: 2021 Journal: Zenodo (CERN European Organization for Nuclear Research) Publisher: European Organization for Nuclear Research

DOI: 10.5281/zenodo.5039588

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Abstract

This repository contains the source code and data of "HyperAttentionDTI: improving drug–protein interaction prediction by sequence-based deep learning with attention mechanism ".

Keywords:

Deep learning Mechanism (biology) Code (set theory) Source code Focus (optics)

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Computational Drug Discovery Methods

Physical Sciences → Computer Science → Computational Theory and Mathematics

Bioinformatics and Genomic Networks

Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology

Protein Structure and Dynamics

Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology

HyperAttentionDTI: improving drug–protein interaction prediction by sequence-based deep learning with attention mechanism

Abstract

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