<s> """<STR_LIT>""" <EOL> __author__ = '<STR_LIT>' <EOL> import numpy as np <EOL> import os <EOL> from pypet . environment import Environment <EOL> from pypet . brian . network import NetworkManager <EOL> from clusternet import CNMonitorAnalysis , CNNeuronGroup , CNNetworkRunner , CNConnections , CNFanoFactorComputer <EOL> def main ( ) : <EOL> filename = os . path . join ( '<STR_LIT>' , '<STR_LIT>' ) <EOL> env = Environment ( trajectory = '<STR_LIT>' , <EOL> add_time = False , <EOL> filename = filename , <EOL> continuable = False , <EOL> lazy_debug = False , <EOL> multiproc = True , <EOL> ncores = <NUM_LIT:2> , <EOL> use_pool = False , <EOL> wrap_mode = '<STR_LIT>' , <EOL> overwrite_file = True ) <EOL> traj = env . trajectory <EOL> scale = <NUM_LIT:0.5> <EOL> traj . f_add_parameter ( '<STR_LIT>' , scale , <EOL> comment = '<STR_LIT>' <EOL> '<STR_LIT>' <EOL> '<STR_LIT>' ) <EOL> clustered_network_manager = NetworkManager ( network_runner = CNNetworkRunner ( ) , <EOL> component_list = ( CNNeuronGroup ( ) , CNConnections ( ) ) , <EOL> analyser_list = ( CNMonitorAnalysis ( ) , CNFanoFactorComputer ( ) ) ) <EOL> clustered_network_manager . add_parameters ( traj ) <EOL> explore_list = np . arange ( <NUM_LIT:1.0> , <NUM_LIT> , <NUM_LIT> ) . tolist ( ) <EOL> traj . f_explore ( { '<STR_LIT>' : explore_list } ) <EOL> clustered_network_manager . pre_build ( traj ) <EOL> traj . f_store ( ) <EOL> env . run ( clustered_network_manager . run_network ) <EOL> env . disable_logging ( ) <EOL> if __name__ == '<STR_LIT:__main__>' : <EOL> main ( ) </s>
