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()
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()
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()
#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()