Module mimir.plot_utils

Utilities related to plotting.

Functions

def save_f1_histogram(f1_scores, save_folder)

Function for saving F1-score histograms.

def save_ll_histograms(experiments, save_folder)

Save the histogram of log likelihoods in two side-by-side plots, one for real and real perturbed, and one for sampled and sampled perturbed.

def save_llr_histograms(experiments, save_folder)

Save the histograms of log likelihood ratios in two side-by-side plots, one for real and real perturbed, and one for sampled and sampled perturbed.

def save_roc_curves(experiments, save_folder, model_name, neighbor_model_name: str = None)

Save the ROC curve for each experiment, given a list of output dictionaries, one for each experiment, using colorblind-friendly colors.