# GraphDTAInDrugTarget

**Repository Path**: xudolej/graph-dta-in-drug-target

## Basic Information

- **Project Name**: GraphDTAInDrugTarget
- **Description**: Minqi Xu, Inferring Drug-Target Interactions Using Graph Isomorphic Network and Word Vector Matrix, 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 503-506, 2020.
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-05-14
- **Last Updated**: 2025-05-15

## Categories & Tags

**Categories**: Uncategorized

**Tags**: AI, Self

## README

# GraphDTAInDrugTarget

#### 介绍
Minqi Xu, Xiaolong Zhang and Xiaoli Lin, Inferring Drug-Target Interactions Using Graph Isomorphic Network and Word Vector Matrix, 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp. 503-506, 2020.

#### 架构说明
GraphDTAInDrugTarget
    |-models：模型
    |-s2_CELoss：损失函数
    |-create_data_val.py：数据预处理
    |-fold_roc_plot.py：结果评价绘图
    |-test_predict_remote.py：一个远端医药数据库预测
    |-test_predict.py：本地测试集预测
    |-training_validation.py：模型训练
    |-utils.py：计算函数