Experiment

The experiment script will run in series the train, predict, analyze

To run an experiment, use the sub-command experiment:

sleepless experiment -vv <model> <dataset> -o <path/to/output_folder>

Replace <model> and <dataset> by the appropriate configuration files. <path/to/output_folder> an output folder also need to be defined to store, the trained model, the predictions and the analysis tables and plots.

Examples

To run an experiment (training, prediction and evaluation) on the cross-dataset protocol EDF-MASSA with the Chambon CNN model with no scheduler:

sleepless experiment -vv edf-massa rf-gs-mne chambon-noscheduler -o <path/to/output_folder>