bayesian.py File Reference

Go to the source code of this file.

Namespaces
namespace	bayesian

Functions
	bayesian.call_cpp_program (params)
	bayesian.objective_function (params)
	bayesian.update_top_5 (params, value)
	bayesian.export_top_5_to_file ()
	bayesian.signal_handler (sig, frame)

Variables
str	bayesian.algorithm_to_tune = "cone_coloring"
	bayesian.base_dir = os.path.dirname(os.path.abspath(__file__))
	bayesian.full_path = os.path.join(base_dir, algorithm_to_tune)
	bayesian.module = importlib.import_module("adapt")
str	bayesian.executable_path = "./" + algorithm_to_tune + "/bayesian_opt"
str	bayesian.export_path = algorithm_to_tune + "/parameters_rank.txt"
list	bayesian.top_5 = []
	bayesian.best_value = float("inf")
	bayesian.best_params = module.parameters_list[0]
	bayesian.optimizer = Optimizer(module.param_space, "GP", n_initial_points=10, random_state=None)
	bayesian.result = objective_function(params)
	bayesian.next_params = optimizer.ask()
	bayesian.current_value = objective_function(next_params)