maml (MAterials Machine Learning) is a Python for Materials Machine Learning.

1. Convert materials (crystals/molecules) into features.
2. Use ML to learn relationship between features and targets.
3. Applications: modelling the potential energy surface, constructing surrogate models for property prediction.

Pip install via PyPI:

pip install maml

Many Jupyter notebooks are available on usage. See notebooks.

See API docs.