quantus.functions package

Submodules

• quantus.functions.discretise_func module
  • floating_points()
  • rank()
  • sign()
  • top_n_sign()
• quantus.functions.explanation_func module
  • explain()
  • generate_captum_explanation()
  • generate_tf_explanation()
  • generate_zennit_explanation()
  • get_explanation()
• quantus.functions.loss_func module
  • mse()
• quantus.functions.mosaic_func module
  • build_single_mosaic()
  • mosaic_creation()
• quantus.functions.norm_func module
  • fro_norm()
  • l2_norm()
  • linf_norm()
• quantus.functions.normalise_func module
  • denormalise()
  • normalise_by_average_second_moment_estimate()
  • normalise_by_max()
  • normalise_by_negative()
• quantus.functions.perturb_func module
  • baseline_replacement_by_blur()
  • baseline_replacement_by_indices()
  • baseline_replacement_by_mask()
  • baseline_replacement_by_shift()
  • batch_baseline_replacement_by_indices()
  • batch_gaussian_noise()
  • batch_uniform_noise()
  • batched_translation()
  • gaussian_noise()
  • no_perturbation()
  • noisy_linear_imputation()
  • perturb_batch()
  • rotation()
  • translation_x_direction()
  • translation_y_direction()
  • uniform_noise()
• quantus.functions.similarity_func module
  • abs_difference()
  • correlation_kendall_tau()
  • correlation_pearson()
  • correlation_spearman()
  • cosine()
  • difference()
  • distance_chebyshev()
  • distance_euclidean()
  • distance_manhattan()
  • lipschitz_constant()
  • squared_difference()
  • ssim()