def main():
try:
# storing an object that contains the arguments and the action to performing on them
args = parse(sys.argv[1:])
if not args.lan_args:
if args.action == "HELP":
meta.help()
sys.exit(0)
if args.action == "VERSION":
meta.version()
sys.exit(0)
source_lan = args.lan_args[0][1:]
target_lan = args.lan_args[1][1:]
if args.action == "TRANSLATE_CLIPBOARD":
text = "%0A".join(pype.paste().split("\n"))
web.open(main_address.format(source_lan, target_lan, text))
sys.exit(0)
if args.action == "TRANSLATE_COMMANDLINE":
arg = args.args_word
text = "%0A".join(arg)
web.open(main_address.format(source_lan, target_lan, text))
sys.exit(0)
if args.action == "TRANSLATE_INPUT":
arg = []
# while there is at least one character in input, keep getting input from user.
while "" not in arg:
try:
arg.append(input("> "))
except KeyboardInterrupt:
print()
sys.exit(0)
text = "%0A".join(arg)
web.open(main_address.format(source_lan, target_lan, text))
sys.exit(0)
except KeyboardInterrupt:
print()
except Exception:
traceback.print_exc(file=sys.stdout)
sys.exit(0)
def get_config(config):
names = ['g', 'l', 'r', 's', 'rad', 'b', 'd']
args = arg_parser.parse(names)
for arg, value in args.items():
if arg == 'g' and value is not None:
config['number_of_reservoirs'] = int(value)
elif arg == 'l' and value is not None:
config['overlap_size'] = int(value)
elif arg == 'r' and value is not None:
config['reservoir_size'] = int(value)
elif arg == 's' and value is not None:
config['sigma'] = float(value)
elif arg == 'rad' and value is not None:
config['radius'] = float(value)
elif arg == 'b' and value is not None:
config['beta'] = float(value)
elif arg == 'd' and value is not None:
config['degree'] = int(value)
return config
def main():
args = arg_parser.parse()
if args.debug:
logging.getLogger().setLevel(logging.INFO)
if args.question == 1:
logging.debug('question 1:')
results = question1(args.prob, args.repetitions)
for r in results:
print(r)
elif args.question == 2:
logging.debug('question 2')
results = question2(args.strategy, args.state, args.crowded,
args.repetitions)
for r in results:
print(f'{r[0]}\t{r[1]}')
elif args.question == 3:
logging.debug('question 3')
ea_obj = ea.EA(args.lambda_, args.h, args.weeks)
ea_obj.run(args.max_t)
else:
logging.error('Invalid question number supplied')
sys.exit(1)
def main():
args = arg_parser.parse()
if args.debug:
logger = logging.getLogger()
logger.setLevel(logging.DEBUG)
logging.debug('Question: %s', args.question)
if args.question == 1:
logging.debug('question 1:')
print(question1(args.expr, args.x))
elif args.question == 2:
logging.debug('question 2')
print(question2(args.expr, args.data))
elif args.question == 3:
logging.debug('question 3')
best_ind = question3(args.lambda_, args.data, args.time_budget)
logging.debug('BEST IND:')
print(best_ind)
logging.debug('FITNESS: %s', best_ind.fitness)
else:
logging.error('Invalid question number supplied')
sys.exit(1)
import contextlib
from arg_parser import parse
from pathlib import Path
from continuous_cartpole import ContinuousCartPoleEnv
from reinforce_discrete import REINFORCE
from utils import D2C, Visualizer
from utils import reward_laplacian, reward_carrot_stick, reward_no_fast_rotation
from utils import reward_func_map
if __name__ == '__main__':
print('--- running main ---')
args = parse()
# ============ Parameters ============
reward_func = reward_func_map[args.reward_function]
env = ContinuousCartPoleEnv(reward_function=reward_func)
state_dim = env.observation_space.shape[0]
action_dim = args.action_dim
episodes = args.episode
timesteps = args.steps
hidden_dim = args.hidden_dim
policy_lr = args.actor_lr
baseline_lr = args.critic_lr
exp_count = args.exp_count
render_flag = args.render
load_flag = args.load
# ====================================
# --- choose algorithm and hyperparameters ---
d2c_converter = D2C(action_dim, env.action_space.low,
env.action_space.high)
printDataDeep(compiledata[device]["data"])
print ""
def printDataDeep(d, indent=0):
for k in d:
if isinstance(d[k], dict):
print(" " * indent) + k
printDataDeep(d[k], indent + 4)
else:
print(" " * indent) + ("%s = %d" % (k, d[k]))
if __name__ == "__main__":
args = arg_parser.parse()
if args.action == "install": install(args)
else:
config = config_parser.read(args.config_path)
createlocation([
config["raw_data_location"],
os.path.join(config["parsed_data_location"], LOCATION_PARSE),
os.path.join(config["parsed_data_location"],
LOCATION_PARSE_DIVERSITY),
os.path.join(config["collected_data_location"],
LOCATION_COLLECT_STATS),
os.path.join(config["collected_data_location"],
LOCATION_COLLECT_DIVERSITY),
])