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>