alibi_detect.utils package

Subpackages

• alibi_detect.utils.fetching package
  • Submodules
    • alibi_detect.utils.fetching.fetching module
• alibi_detect.utils.keops package
  • DeepKernel
    • DeepKernel.__init__()
    • DeepKernel.eps
    • DeepKernel.forward()
    • DeepKernel.from_config()
    • DeepKernel.get_config()
  • GaussianRBF
    • GaussianRBF.__init__()
    • GaussianRBF.forward()
    • GaussianRBF.from_config()
    • GaussianRBF.get_config()
    • GaussianRBF.sigma
  • Submodules
    • alibi_detect.utils.keops.kernels module
      • DeepKernel
        • DeepKernel.__init__()
        • DeepKernel.eps
        • DeepKernel.forward()
        • DeepKernel.from_config()
        • DeepKernel.get_config()
      • GaussianRBF
        • GaussianRBF.__init__()
        • GaussianRBF.forward()
        • GaussianRBF.from_config()
        • GaussianRBF.get_config()
        • GaussianRBF.sigma
      • sigma_mean()
• alibi_detect.utils.pydantic_v1 package
  • Subpackages
    • alibi_detect.utils.pydantic_v1.fields package
• alibi_detect.utils.pytorch package
  • DeepKernel
    • DeepKernel.eps
    • DeepKernel.forward()
    • DeepKernel.from_config()
    • DeepKernel.get_config()
  • GaussianRBF
    • GaussianRBF.__init__()
    • GaussianRBF.forward()
    • GaussianRBF.from_config()
    • GaussianRBF.get_config()
    • GaussianRBF.sigma
  • TorchDataset
  • batch_compute_kernel_matrix()
  • get_device()
  • mmd2()
  • mmd2_from_kernel_matrix()
  • permed_lsdds()
  • predict_batch()
  • predict_batch_transformer()
  • quantile()
  • squared_pairwise_distance()
  • zero_diag()
  • Submodules
    • alibi_detect.utils.pytorch.data module
      • TorchDataset
    • alibi_detect.utils.pytorch.distance module
      • batch_compute_kernel_matrix()
      • mmd2()
      • mmd2_from_kernel_matrix()
      • permed_lsdds()
      • squared_pairwise_distance()
    • alibi_detect.utils.pytorch.kernels module
      • DeepKernel
        • DeepKernel.eps
        • DeepKernel.forward()
        • DeepKernel.from_config()
        • DeepKernel.get_config()
      • GaussianRBF
        • GaussianRBF.__init__()
        • GaussianRBF.forward()
        • GaussianRBF.from_config()
        • GaussianRBF.get_config()
        • GaussianRBF.sigma
      • sigma_median()
    • alibi_detect.utils.pytorch.losses module
      • hinge_loss()
    • alibi_detect.utils.pytorch.misc module
      • get_device()
      • get_optimizer()
      • quantile()
      • zero_diag()
    • alibi_detect.utils.pytorch.prediction module
      • predict_batch()
      • predict_batch_transformer()
• alibi_detect.utils.saving package
  • Submodules
    • alibi_detect.utils.saving.saving module
• alibi_detect.utils.state package
  • StateMixin
    • StateMixin.load_state()
    • StateMixin.online_state_keys
    • StateMixin.save_state()
    • StateMixin.t
  • Submodules
    • alibi_detect.utils.state.state module
      • StateMixin
        • StateMixin.load_state()
        • StateMixin.online_state_keys
        • StateMixin.save_state()
        • StateMixin.t
• alibi_detect.utils.tensorflow package
  • DeepKernel
    • DeepKernel.call()
    • DeepKernel.eps
    • DeepKernel.from_config()
    • DeepKernel.get_config()
  • GaussianRBF
    • GaussianRBF.__init__()
    • GaussianRBF.call()
    • GaussianRBF.from_config()
    • GaussianRBF.get_config()
    • GaussianRBF.sigma
  • TFDataset
    • TFDataset.on_epoch_end()
  • batch_compute_kernel_matrix()
  • mmd2()
  • mmd2_from_kernel_matrix()
  • mutate_categorical()
  • permed_lsdds()
  • predict_batch()
  • predict_batch_transformer()
  • quantile()
  • relative_euclidean_distance()
  • squared_pairwise_distance()
  • subset_matrix()
  • zero_diag()
  • Submodules
    • alibi_detect.utils.tensorflow.data module
      • TFDataset
        • TFDataset.on_epoch_end()
    • alibi_detect.utils.tensorflow.distance module
      • batch_compute_kernel_matrix()
      • mmd2()
      • mmd2_from_kernel_matrix()
      • permed_lsdds()
      • relative_euclidean_distance()
      • squared_pairwise_distance()
    • alibi_detect.utils.tensorflow.kernels module
      • DeepKernel
        • DeepKernel.call()
        • DeepKernel.eps
        • DeepKernel.from_config()
        • DeepKernel.get_config()
      • GaussianRBF
        • GaussianRBF.__init__()
        • GaussianRBF.call()
        • GaussianRBF.from_config()
        • GaussianRBF.get_config()
        • GaussianRBF.sigma
      • sigma_median()
    • alibi_detect.utils.tensorflow.misc module
      • clone_model()
      • quantile()
      • subset_matrix()
      • zero_diag()
    • alibi_detect.utils.tensorflow.perturbation module
      • mutate_categorical()
    • alibi_detect.utils.tensorflow.prediction module
      • predict_batch()
      • predict_batch_transformer()

Submodules

• alibi_detect.utils.data module
  • Bunch
  • create_outlier_batch()
  • sample_df()
• alibi_detect.utils.discretizer module
  • Discretizer
    • Discretizer.__init__()
    • Discretizer.bins()
    • Discretizer.discretize()
• alibi_detect.utils.distance module
  • abdm()
  • cityblock_batch()
  • multidim_scaling()
  • mvdm()
  • norm()
  • pairwise_distance()
• alibi_detect.utils.frameworks module
  • BackendValidator
    • BackendValidator.__init__()
    • BackendValidator.verify_backend()
  • Framework
    • Framework.KEOPS
    • Framework.PYTORCH
    • Framework.SKLEARN
    • Framework.TENSORFLOW
    • Framework.__format__()
• alibi_detect.utils.mapping module
  • num2ord()
  • ohe2ord()
  • ohe2ord_shape()
  • ord2num()
  • ord2ohe()
• alibi_detect.utils.metrics module
  • accuracy()
• alibi_detect.utils.misc module
  • quantile()
• alibi_detect.utils.missing_optional_dependency module
  • MissingDependency
    • MissingDependency.__call__()
    • MissingDependency.__getattr__()
    • MissingDependency.__init__()
    • MissingDependency.err_msg
  • err_msg_template
  • import_optional()
• alibi_detect.utils.perturbation module
  • apply_mask()
  • brightness()
  • clipped_zoom()
  • contrast()
  • defocus_blur()
  • disk()
  • elastic_transform()
  • fog()
  • gaussian_blur()
  • gaussian_noise()
  • glass_blur()
  • impulse_noise()
  • inject_outlier_categorical()
  • inject_outlier_tabular()
  • inject_outlier_ts()
  • jpeg_compression()
  • pixelate()
  • plasma_fractal()
  • saturate()
  • scale_minmax()
  • shot_noise()
  • speckle_noise()
  • zoom_blur()
• alibi_detect.utils.prediction module
  • tokenize_transformer()
• alibi_detect.utils.sampling module
  • reservoir_sampling()
• alibi_detect.utils.url module
• alibi_detect.utils.visualize module
  • plot_feature_outlier_image()
  • plot_feature_outlier_tabular()
  • plot_feature_outlier_ts()
  • plot_instance_score()
  • plot_roc()
• alibi_detect.utils.warnings module
  • deprecated_alias()