E_nose_NN

Zhai Shichao

email: [email protected]

Software Structure

• exe_E_nose_NN.py: 程序入口
• utils_data.py: 存放用于数据导入和数据处理的method
• utils_MMD.py: 存放有关MMD计算的method
• utils_network.py: 存放有关网络结构的method
• ./h5: 存放模型文件
• ./datasets: 存放数据集文件

Datasets

• Dataset A: 10 boards, Ref: Chemical gas sensor drift compensation using classifier ensembles
• Dataset B: 4 months, Ref: Online Drift Compensation by Adaptive Active Learning on Mixed Kernel for Electronic Noses

Package

• Python 3.7
• Tensorflow 2.4.0
• NumPy 1.19.5