5. Tutorials: Advanced ParAMS
*****************************

Tutorials showing advanced features of the ParAMS GUI and Python
package. 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.

* 5.1. Simple benchmark calculations (ParAMS Task SinglePoint)

* 5.2. Benchmarks from literature (advanced)

* 5.3. Generate reference values

* 5.4. Parallel optimizers

* 5.5. Parameter sensitivity analysis

* 5.6. Restarting an optimization

* 5.7. Training and validation sets

* 5.8. ASE Calculator parametrization
