Example #1
0
def main():
    args = parse_cli()
    config = yread(args.conf)
    for clf, db_collection in config['experiment_name'].items():
        print('\nProcessing {}, experiment name: {}'.format(
            clf, db_collection))
        p = Plotting(config['project_name'], db_collection,
                     user.param_space[clf], user.param_types[clf])

        print('\nPlotting loss vs time')
        p.plot_loss_vs_time()

        for param in p.param_names:
            print('\nPlotting loss vs. {}'.format(param))
            p.plot_loss_vs_param(param)

        print('\nPlotting loss vs. two best params')
        p.plot_loss_vs_param()