6fcfe692266cb685d19cef170a310fe14e414636,tests/evaluate_configurations.py,,run_single_configuration,#Any#Any#Any#,59

Before Change

def run_single_configuration(estimator, simulator, n_observations):
    gof = GoodnessOfFit(estimator=estimator, probabilistic_model=simulator, n_observations=n_observations)
    ks, p = gof.kolmogorov_smirnov_2sample(parallelized=False) // prevent nested parallel for-loops
    kl = gof.kl_divergence()
    return ks, p, kl

After Change

def run_single_configuration(estimator, simulator, n_observations):
    print(estimator, simulator)
    gof = GoodnessOfFit(estimator=estimator, probabilistic_model=simulator, n_observations=n_observations)
    return gof.compute_results()


def output_results(results, dump_dir=None, export_pickle=False, export_csv=False):
  columns = ["estimator", "simulator", "n_observations", "ndim_x", "ndim_y", "n_centers", "mean_ks_stat", "mean_ks_pval", "mean_kl", "time_to_fit",

Instances