This is the source code for the research named "Deep learning accelerated the discovery of multi-principal element alloys with various strength-toughness trade-offs"
This project includes the following:
The original dataset. Training of machine learning models, including DNN, ANN, SVR, XGB, RF, and GBR. Training of deep learning models, including AFN and GAN. Training of NAGA-II.
pip install -r requirements.txt