4. Tutorials: Machine Learning Potentials
*****************************************

These tutorials show how to use Task MachineLearning, in which
parameters of machine learning potentials are fitted.

Other AMS tutorials (not using ParAMS) can be found in the Tutorials
section of the main AMS documentation.

**We recommend all ParAMS users** to go through the Getting Started:
Lennard-Jones tutorial before any other tutorial.

The Python-based ParAMS machine-learning examples are now collected in
the ParAMS Python examples page.

* 4.1. Train M3GNet with the ParAMS GUI

* 4.2. Train MACE with the ParAMS GUI

See also:

  Simple Active Learning for automatic data generation and
  parametrization
