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()
Example #2
0
def main():
    args = parse_cli()
    config = yread(args.configure)
    for clf, db_collection in config['experiment_name'].items():
        p = Plotting(config['project_name'],
                     clf + ':' + db_collection,
                     user.param_space[clf],
                     user.param_types[clf])

    print('plotting loss vs time')
    p.plot_loss_vs_time()

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

    print('plotting loss vs two params')
    p.plot_loss_vs_param()
Example #3
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()
Example #4
0
#from optomatic.worker import Worker
#from optomatic.experiment import find_experiment_files, load_experiment_file
from optomatic.plotting import Plotting
import user
import argparse
import sys
import logging
logger = logging.getLogger(__name__)


project_name = "example_multiexperiment"
experiment_name = "rfc:max_features-n_estimators"

p = Plotting(project_name, experiment_name, 
             user.param_space['rfc'], user.param_types['rfc'])

print 'plotting loss vs time'
p.plot_loss_vs_time()


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

print 'plotting loss vs two params'
p.plot_loss_vs_param()