#app.run() start_time = time.time() server_address = "http://localhost:5000" conn = Connection(server_address=server_address) param_defs = { "x": pd.MinMaxNumericParamDef(-5, 10), "y": pd.MinMaxNumericParamDef(0, 15) #, "z": pd.NominalParamDef(["A", "B", "C"]) } pd_dict = param_defs_to_dict(param_defs) optimizer_arguments = { "initial_random_runs": 5, "acquisition_hyperparams": {}, "num_gp_restarts": 5, #"acquisition": "ExpectedImprovement", #TODO string/gfunction translation? "kernel_params": {}, "kernel": "matern52", "mcmc": True, "num_precomputed": 5, "multiprocessing": "queue" } #print("Looking ofr exps") #print conn.get_all_experiments() #print("Finished looking")
def test_multiple_transform(self): pds = { "x": MinMaxNumericParamDef(0, 1), "y": FixedValueParamDef([0, 1, 2]) } new_pd = dict_to_param_defs(param_defs_to_dict(pds))
else: return result #app.run() start_time = time.time() server_address = "http://localhost:5000" conn = Connection(server_address=server_address) param_defs = { "x": pd.MinMaxNumericParamDef(-5, 10), "y": pd.MinMaxNumericParamDef(0, 15) #, "z": pd.NominalParamDef(["A", "B", "C"]) } pd_dict = param_defs_to_dict(param_defs) optimizer_arguments = { "initial_random_runs": 5, "acquisition_hyperparams": {}, "num_gp_restarts": 5, #"acquisition": "ExpectedImprovement", #TODO string/gfunction translation? "kernel_params": {}, "kernel": "matern52", "mcmc": True, "num_precomputed": 5, "multiprocessing": "queue" } #print("Looking ofr exps") #print conn.get_all_experiments() #print("Finished looking")