lfxai.utils package

Submodules

• lfxai.utils.datasets module
  • CIFAR10Pair
  • DSprites
    • DSprites._abc_impl
    • DSprites.background_color
    • DSprites.download()
    • DSprites.files
    • DSprites.img_size
    • DSprites.lat_names
    • DSprites.lat_sizes
    • DSprites.lat_values
    • DSprites.urls
  • DisentangledDataset
    • DisentangledDataset._abc_impl
    • DisentangledDataset.download()
  • ECG5000
    • ECG5000.download()
  • MaskedMNIST
• lfxai.utils.feature_attribution module
  • generate_masks()
  • generate_tseries_masks()
• lfxai.utils.influence module
  • get_numpy_parameters()
  • hessian_vector_product()
  • stack_torch_tensors()
• lfxai.utils.math module
  • log_density_gaussian()
  • log_importance_weight_matrix()
  • matrix_log_density_gaussian()
• lfxai.utils.metrics module
  • AverageMeter
    • AverageMeter.reset()
    • AverageMeter.update()
  • compute_metrics()
  • cos_saliency()
  • count_activated_neurons()
  • entropy_saliency()
  • off_diagonal_sum()
  • pearson_saliency()
  • similarity_rates()
  • spearman_saliency()
• lfxai.utils.visualize module
  • correlation_latex_table()
  • plot_image_saliency()
  • plot_pretext_saliencies()
  • plot_pretext_top_example()
  • plot_vae_saliencies()
  • vae_box_plots()