CFAGO

Introduction

CFAGO is a new computational method for frotein function prediction via fusion network structure and node attribute by using attention mechanism. The architecture of CFAGO is shown in Fig. 1.

Architecture of CFAGO — **Fig 1.** The flowchart of CFAGO. (A) Structure of self-supervised learning step, where MLP stands for multilayer perceptron. (B) Structure of fine-tuning step. (C) Multi-head attention layer of Encoder and Decoder. (D) Scaled Dot-Product Attention of Multi-head attention layer.

source code

The source code of CFAGO can be download from below link:

Download CFAGO

Download datasets

Download Dataset

CONTACT US

Bin Liu
bliu@bliulab.net
School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, Guangdong 518055, China.

CFAGO:

cross-fusion of network and attributes based on attention mechanism for protein function prediction

Introduction

source code

Download datasets