Advanced AMPL Usage

Command line

AMPL can fit models from the command line with:

python model_pipeline.py --config_file test.json

Hyperparameter optimization

Hyperparameter optimization for AMPL model fitting is available to run on SLURM clusters or with HyperOpt. (Bayesian Optimization). To run Bayesian Optimization, the following steps can be followed.

See Hyperparameter optimization for more details.