Database
收藏Mendeley Data2026-04-18 收录
下载链接：
https://data.mendeley.com/datasets/9ks6z77wsd
下载链接
链接失效反馈官方服务：
资源简介：
The programs were developed using Python 3.11.1 and libraries Tensorflow v 2.13.0, Scikit-learn v 1.2.2 and Matplotlib v3.6.2.
Python can be installed from the website https://www.python.org/. To install libraries, you need to enter the following commands in the command line:
pip install tensorflow==2.13.0
pip install scikit-learn==1.2.2
pip install matplotlib==3.6.2
We trained three models: Artificial Neural Networks (ANN), Linear Least Squares (LS) regression and Random Forest Regressor (RF).
The file with the model training has the name «* _learning.py» and the results visualization file «*_3D_plot.py»
To run the ANN_3D_plot.py two files are required: tf_model.keras – contains a learning model;
training_history.json – contains training history
创建时间：
2025-07-25
