The MLMD platform (Machine Learning for Material Design) for Material or Engineering aims at general and frontier machine learning algorithm with visualization. It is built on the traditional machine learning framework mostly based scikit-learn, which provides the machine learning in python.

Feature Engineering	Regression	Classification	Active Learning

Check out help document for more information

Remote access

https://ml4material.streamlit.app/

Local Deploy

1. Install anaconda.
2. Create virtual envrionment

conda create -n MLMD python=3.9

1. Install dependent libraries

pip install -r requirements.txt

1. Run MLMD

streamlit run MLMD.py

License

MLMD platform is released under MIT License. See License for details