Output
******

See also:

  * SALPythonAPI

  * How to specify which output to save

Simple Active Learning produces the following output directories:

* "simple_active_learning.results" : The main results folder

* "loaded_training" : copy of the previous ParAMS training directory
  if MachineLearning%LoadModel is specified.

* "initial_training" : ParAMS training directory to the initial
  reference data

* "stepX_attemptY_simulation" : MD simulation with (re-)trained ML
  model parameters

* "stepX_attemptY_ref_calc1" : Reference calculation for the success
  criterion

* "stepX_attemptY_ref_calcN" : (N>1) Additional reference calculations
  if the step was unsuccessful

* "stepX_attemptY_reference_data" : Directory containing reference
  data in the ParAMS .yaml format, including the reference
  calculations for the same X and Y

* "stepX_attemptY_training" : ParAMS training directory for
  unsuccessful steps

* "final_training" : ParAMS training directory if retraining the model
  after the last step

* "final_production_simulation" : MD simulation run from scratch using
  the final model parameters
