Index

_

__call__() (alibi_detect.utils.missing_optional_dependency.MissingDependency method) __format__() (alibi_detect.od.sr.Padding method) (alibi_detect.od.sr.Side method) (alibi_detect.utils.frameworks.Framework method) __getattr__() (alibi_detect.utils.missing_optional_dependency.MissingDependency method) __init__() (alibi_detect.ad.AdversarialAE method) (alibi_detect.ad.adversarialae.AdversarialAE method) (alibi_detect.ad.adversarialae.DenseHidden method) (alibi_detect.ad.model_distillation.ModelDistillation method) (alibi_detect.ad.ModelDistillation method) (alibi_detect.cd.base.BaseClassifierDrift method) (alibi_detect.cd.base.BaseContextMMDDrift method) (alibi_detect.cd.base.BaseLearnedKernelDrift method) (alibi_detect.cd.base.BaseLSDDDrift method) (alibi_detect.cd.base.BaseMMDDrift method) (alibi_detect.cd.base.BaseUnivariateDrift method) (alibi_detect.cd.base_online.BaseMultiDriftOnline method) (alibi_detect.cd.base_online.BaseUniDriftOnline method) (alibi_detect.cd.chisquare.ChiSquareDrift method) (alibi_detect.cd.ChiSquareDrift method) (alibi_detect.cd.classifier.ClassifierDrift method) (alibi_detect.cd.ClassifierDrift method) (alibi_detect.cd.ClassifierUncertaintyDrift method) (alibi_detect.cd.context_aware.ContextMMDDrift method) (alibi_detect.cd.ContextMMDDrift method) (alibi_detect.cd.cvm.CVMDrift method) (alibi_detect.cd.cvm_online.CVMDriftOnline method) (alibi_detect.cd.CVMDrift method) (alibi_detect.cd.CVMDriftOnline method) (alibi_detect.cd.fet.FETDrift method) (alibi_detect.cd.fet_online.FETDriftOnline method) (alibi_detect.cd.FETDrift method) (alibi_detect.cd.FETDriftOnline method) (alibi_detect.cd.keops.learned_kernel.LearnedKernelDriftKeops method) (alibi_detect.cd.keops.mmd.MMDDriftKeops method) (alibi_detect.cd.ks.KSDrift method) (alibi_detect.cd.KSDrift method) (alibi_detect.cd.learned_kernel.LearnedKernelDrift method) (alibi_detect.cd.LearnedKernelDrift method) (alibi_detect.cd.lsdd.LSDDDrift method) (alibi_detect.cd.lsdd_online.LSDDDriftOnline method) (alibi_detect.cd.LSDDDrift method) (alibi_detect.cd.LSDDDriftOnline method) (alibi_detect.cd.mmd.MMDDrift method) (alibi_detect.cd.mmd_online.MMDDriftOnline method) (alibi_detect.cd.MMDDrift method) (alibi_detect.cd.MMDDriftOnline method) (alibi_detect.cd.model_uncertainty.ClassifierUncertaintyDrift method) (alibi_detect.cd.model_uncertainty.RegressorUncertaintyDrift method) (alibi_detect.cd.pytorch.classifier.ClassifierDriftTorch method) (alibi_detect.cd.pytorch.context_aware.ContextMMDDriftTorch method) (alibi_detect.cd.pytorch.learned_kernel.LearnedKernelDriftTorch method) (alibi_detect.cd.pytorch.lsdd.LSDDDriftTorch method) (alibi_detect.cd.pytorch.lsdd_online.LSDDDriftOnlineTorch method) (alibi_detect.cd.pytorch.mmd.MMDDriftTorch method) (alibi_detect.cd.pytorch.mmd_online.MMDDriftOnlineTorch method) (alibi_detect.cd.pytorch.spot_the_diff.SpotTheDiffDriftTorch method) (alibi_detect.cd.RegressorUncertaintyDrift method) (alibi_detect.cd.sklearn.classifier.ClassifierDriftSklearn method) (alibi_detect.cd.spot_the_diff.SpotTheDiffDrift method) (alibi_detect.cd.SpotTheDiffDrift method) (alibi_detect.cd.tabular.TabularDrift method) (alibi_detect.cd.TabularDrift method) (alibi_detect.cd.tensorflow.classifier.ClassifierDriftTF method) (alibi_detect.cd.tensorflow.context_aware.ContextMMDDriftTF method) (alibi_detect.cd.tensorflow.learned_kernel.LearnedKernelDriftTF method) (alibi_detect.cd.tensorflow.lsdd.LSDDDriftTF method) (alibi_detect.cd.tensorflow.lsdd_online.LSDDDriftOnlineTF method) (alibi_detect.cd.tensorflow.mmd.MMDDriftTF method) (alibi_detect.cd.tensorflow.mmd_online.MMDDriftOnlineTF method) (alibi_detect.cd.tensorflow.spot_the_diff.SpotTheDiffDriftTF method) (alibi_detect.models.pytorch.gmm.GMMModel method) (alibi_detect.models.tensorflow.AE method) (alibi_detect.models.tensorflow.AEGMM method) (alibi_detect.models.tensorflow.autoencoder.AE method) (alibi_detect.models.tensorflow.autoencoder.AEGMM method) (alibi_detect.models.tensorflow.autoencoder.Decoder method) (alibi_detect.models.tensorflow.autoencoder.DecoderLSTM method) (alibi_detect.models.tensorflow.autoencoder.EncoderAE method) (alibi_detect.models.tensorflow.autoencoder.EncoderLSTM method) (alibi_detect.models.tensorflow.autoencoder.EncoderVAE method) (alibi_detect.models.tensorflow.autoencoder.Seq2Seq method) (alibi_detect.models.tensorflow.autoencoder.VAE method) (alibi_detect.models.tensorflow.autoencoder.VAEGMM method) (alibi_detect.models.tensorflow.embedding.TransformerEmbedding method) (alibi_detect.models.tensorflow.PixelCNN method) (alibi_detect.models.tensorflow.pixelcnn.Shift method) (alibi_detect.models.tensorflow.resnet.LearningRateBatchScheduler method) (alibi_detect.models.tensorflow.Seq2Seq method) (alibi_detect.models.tensorflow.TransformerEmbedding method) (alibi_detect.models.tensorflow.VAE method) (alibi_detect.models.tensorflow.VAEGMM method) (alibi_detect.od.ae.OutlierAE method) (alibi_detect.od.aegmm.OutlierAEGMM method) (alibi_detect.od.IForest method) (alibi_detect.od.isolationforest.IForest method) (alibi_detect.od.LLR method) (alibi_detect.od.llr.LLR method) (alibi_detect.od.Mahalanobis method) (alibi_detect.od.mahalanobis.Mahalanobis method) (alibi_detect.od.OutlierAE method) (alibi_detect.od.OutlierAEGMM method) (alibi_detect.od.OutlierProphet method) (alibi_detect.od.OutlierSeq2Seq method) (alibi_detect.od.OutlierVAE method) (alibi_detect.od.OutlierVAEGMM method) (alibi_detect.od.prophet.OutlierProphet method) (alibi_detect.od.seq2seq.OutlierSeq2Seq method) (alibi_detect.od.SpectralResidual method) (alibi_detect.od.sr.SpectralResidual method) (alibi_detect.od.vae.OutlierVAE method) (alibi_detect.od.vaegmm.OutlierVAEGMM method) (alibi_detect.utils.discretizer.Discretizer method) (alibi_detect.utils.frameworks.BackendValidator method) (alibi_detect.utils.keops.DeepKernel method) (alibi_detect.utils.keops.GaussianRBF method) (alibi_detect.utils.keops.kernels.DeepKernel method) (alibi_detect.utils.keops.kernels.GaussianRBF method) (alibi_detect.utils.missing_optional_dependency.MissingDependency method) (alibi_detect.utils.pytorch.GaussianRBF method) (alibi_detect.utils.pytorch.kernels.GaussianRBF method) (alibi_detect.utils.tensorflow.GaussianRBF method) (alibi_detect.utils.tensorflow.kernels.GaussianRBF method)

A

abdm() (in module alibi_detect.utils.distance) accuracy() (in module alibi_detect.utils.metrics) activate_train_mode_for_all_layers() (in module alibi_detect.cd.tensorflow.utils) activate_train_mode_for_dropout_layers() (in module alibi_detect.cd.pytorch.utils) add_est_points() (alibi_detect.od.SpectralResidual method) (alibi_detect.od.sr.SpectralResidual method) adversarial_correction_dict() (in module alibi_detect.base) adversarial_prediction_dict() (in module alibi_detect.base) AdversarialAE (class in alibi_detect.ad) (class in alibi_detect.ad.adversarialae) AE (class in alibi_detect.models.tensorflow) (class in alibi_detect.models.tensorflow.autoencoder) AEGMM (class in alibi_detect.models.tensorflow) (class in alibi_detect.models.tensorflow.autoencoder) alibi_detect.ad module alibi_detect.ad.adversarialae module alibi_detect.ad.model_distillation module alibi_detect.base module alibi_detect.cd module alibi_detect.cd.base module alibi_detect.cd.base_online module alibi_detect.cd.chisquare module alibi_detect.cd.classifier module alibi_detect.cd.context_aware module alibi_detect.cd.cvm module alibi_detect.cd.cvm_online module alibi_detect.cd.fet module alibi_detect.cd.fet_online module alibi_detect.cd.keops module alibi_detect.cd.keops.learned_kernel module alibi_detect.cd.keops.mmd module alibi_detect.cd.ks module alibi_detect.cd.learned_kernel module alibi_detect.cd.lsdd module alibi_detect.cd.lsdd_online module alibi_detect.cd.mmd module alibi_detect.cd.mmd_online module alibi_detect.cd.model_uncertainty module alibi_detect.cd.preprocess module alibi_detect.cd.pytorch module alibi_detect.cd.pytorch.classifier module alibi_detect.cd.pytorch.context_aware module alibi_detect.cd.pytorch.learned_kernel module alibi_detect.cd.pytorch.lsdd module alibi_detect.cd.pytorch.lsdd_online module alibi_detect.cd.pytorch.mmd module alibi_detect.cd.pytorch.mmd_online module alibi_detect.cd.pytorch.preprocess module alibi_detect.cd.pytorch.spot_the_diff module alibi_detect.cd.pytorch.utils module alibi_detect.cd.sklearn module alibi_detect.cd.sklearn.classifier module alibi_detect.cd.spot_the_diff module alibi_detect.cd.tabular module alibi_detect.cd.tensorflow module alibi_detect.cd.tensorflow.classifier module alibi_detect.cd.tensorflow.context_aware module alibi_detect.cd.tensorflow.learned_kernel module alibi_detect.cd.tensorflow.lsdd module alibi_detect.cd.tensorflow.lsdd_online module alibi_detect.cd.tensorflow.mmd module alibi_detect.cd.tensorflow.mmd_online module alibi_detect.cd.tensorflow.preprocess module alibi_detect.cd.tensorflow.spot_the_diff module alibi_detect.cd.tensorflow.utils module alibi_detect.cd.utils module alibi_detect.models module

alibi_detect.models.pytorch module alibi_detect.models.pytorch.embedding module alibi_detect.models.pytorch.gmm module alibi_detect.models.pytorch.trainer module alibi_detect.models.tensorflow module alibi_detect.models.tensorflow.autoencoder module alibi_detect.models.tensorflow.embedding module alibi_detect.models.tensorflow.gmm module alibi_detect.models.tensorflow.losses module alibi_detect.models.tensorflow.pixelcnn module alibi_detect.models.tensorflow.resnet module alibi_detect.models.tensorflow.trainer module alibi_detect.od module alibi_detect.od.ae module alibi_detect.od.aegmm module alibi_detect.od.isolationforest module alibi_detect.od.llr module alibi_detect.od.mahalanobis module alibi_detect.od.prophet module alibi_detect.od.seq2seq module alibi_detect.od.sr module alibi_detect.od.vae module alibi_detect.od.vaegmm module alibi_detect.utils module alibi_detect.utils.data module alibi_detect.utils.discretizer module alibi_detect.utils.distance module alibi_detect.utils.frameworks module alibi_detect.utils.keops module alibi_detect.utils.keops.kernels module alibi_detect.utils.mapping module alibi_detect.utils.metrics module alibi_detect.utils.misc module alibi_detect.utils.missing_optional_dependency module alibi_detect.utils.perturbation module alibi_detect.utils.prediction module alibi_detect.utils.pydantic_v1 module alibi_detect.utils.pydantic_v1.fields module alibi_detect.utils.pytorch module alibi_detect.utils.pytorch.data module alibi_detect.utils.pytorch.distance module alibi_detect.utils.pytorch.kernels module alibi_detect.utils.pytorch.losses module alibi_detect.utils.pytorch.misc module alibi_detect.utils.pytorch.prediction module alibi_detect.utils.sampling module alibi_detect.utils.state module alibi_detect.utils.state.state module alibi_detect.utils.tensorflow module alibi_detect.utils.tensorflow.data module alibi_detect.utils.tensorflow.distance module alibi_detect.utils.tensorflow.kernels module alibi_detect.utils.tensorflow.misc module alibi_detect.utils.tensorflow.perturbation module alibi_detect.utils.tensorflow.prediction module alibi_detect.utils.url module alibi_detect.utils.visualize module alibi_detect.utils.warnings module alibi_detect.version module apply_mask() (in module alibi_detect.utils.perturbation)

B

backend (alibi_detect.cd.base_online.BaseMultiDriftOnline attribute) BackendValidator (class in alibi_detect.utils.frameworks) BaseClassifierDrift (class in alibi_detect.cd.base) BaseContextMMDDrift (class in alibi_detect.cd.base) BaseDetector (class in alibi_detect.base) BaseLearnedKernelDrift (class in alibi_detect.cd.base) BaseLSDDDrift (class in alibi_detect.cd.base) BaseMMDDrift (class in alibi_detect.cd.base) BaseMultiDriftOnline (class in alibi_detect.cd.base_online) BaseUniDriftOnline (class in alibi_detect.cd.base_online)

BaseUnivariateDrift (class in alibi_detect.cd.base) batch_compute_kernel_matrix() (in module alibi_detect.utils.pytorch) (in module alibi_detect.utils.pytorch.distance) (in module alibi_detect.utils.tensorflow) (in module alibi_detect.utils.tensorflow.distance) BILATERAL (alibi_detect.od.sr.Side attribute) bins() (alibi_detect.utils.discretizer.Discretizer method) brightness() (in module alibi_detect.utils.perturbation) build_model() (in module alibi_detect.od.llr) Bunch (class in alibi_detect.utils.data)

C

call() (alibi_detect.ad.adversarialae.DenseHidden method) (alibi_detect.cd.tensorflow.HiddenOutput method) (alibi_detect.cd.tensorflow.learned_kernel.LearnedKernelDriftTF.JHat method) (alibi_detect.cd.tensorflow.preprocess.HiddenOutput method) (alibi_detect.cd.tensorflow.preprocess.UAE method) (alibi_detect.cd.tensorflow.spot_the_diff.SpotTheDiffDriftTF.InterpretableClf method) (alibi_detect.cd.tensorflow.UAE method) (alibi_detect.models.tensorflow.AE method) (alibi_detect.models.tensorflow.AEGMM method) (alibi_detect.models.tensorflow.autoencoder.AE method) (alibi_detect.models.tensorflow.autoencoder.AEGMM method) (alibi_detect.models.tensorflow.autoencoder.Decoder method) (alibi_detect.models.tensorflow.autoencoder.DecoderLSTM method) (alibi_detect.models.tensorflow.autoencoder.EncoderAE method) (alibi_detect.models.tensorflow.autoencoder.EncoderLSTM method) (alibi_detect.models.tensorflow.autoencoder.EncoderVAE method) (alibi_detect.models.tensorflow.autoencoder.Sampling method) (alibi_detect.models.tensorflow.autoencoder.Seq2Seq method) (alibi_detect.models.tensorflow.autoencoder.VAE method) (alibi_detect.models.tensorflow.autoencoder.VAEGMM method) (alibi_detect.models.tensorflow.embedding.TransformerEmbedding method) (alibi_detect.models.tensorflow.Seq2Seq method) (alibi_detect.models.tensorflow.TransformerEmbedding method) (alibi_detect.models.tensorflow.VAE method) (alibi_detect.models.tensorflow.VAEGMM method) (alibi_detect.utils.tensorflow.DeepKernel method) (alibi_detect.utils.tensorflow.GaussianRBF method) (alibi_detect.utils.tensorflow.kernels.DeepKernel method) (alibi_detect.utils.tensorflow.kernels.GaussianRBF method) cat2num() (alibi_detect.od.Mahalanobis method) (alibi_detect.od.mahalanobis.Mahalanobis method)

ChiSquareDrift (class in alibi_detect.cd) (class in alibi_detect.cd.chisquare) cityblock_batch() (in module alibi_detect.utils.distance) classifier_uncertainty() (in module alibi_detect.cd.preprocess) ClassifierDrift (class in alibi_detect.cd) (class in alibi_detect.cd.classifier) ClassifierDriftSklearn (class in alibi_detect.cd.sklearn.classifier) ClassifierDriftTF (class in alibi_detect.cd.tensorflow.classifier) ClassifierDriftTorch (class in alibi_detect.cd.pytorch.classifier) ClassifierUncertaintyDrift (class in alibi_detect.cd) (class in alibi_detect.cd.model_uncertainty) clipped_zoom() (in module alibi_detect.utils.perturbation) clone_model() (in module alibi_detect.utils.tensorflow.misc) compute_grads() (alibi_detect.od.SpectralResidual method) (alibi_detect.od.sr.SpectralResidual method) concept_drift_dict() (in module alibi_detect.base) config (alibi_detect.base.DriftConfigMixin attribute) ConfigurableDetector (class in alibi_detect.base) CONSTANT (alibi_detect.od.sr.Padding attribute) ContextMMDDrift (class in alibi_detect.cd) (class in alibi_detect.cd.context_aware) ContextMMDDriftTF (class in alibi_detect.cd.tensorflow.context_aware) ContextMMDDriftTorch (class in alibi_detect.cd.pytorch.context_aware) contrast() (in module alibi_detect.utils.perturbation) conv_block() (in module alibi_detect.models.tensorflow.resnet) correct() (alibi_detect.ad.AdversarialAE method) (alibi_detect.ad.adversarialae.AdversarialAE method) create_outlier_batch() (in module alibi_detect.utils.data) CVMDrift (class in alibi_detect.cd) (class in alibi_detect.cd.cvm) CVMDriftOnline (class in alibi_detect.cd) (class in alibi_detect.cd.cvm_online)

D

decode_seq() (alibi_detect.models.tensorflow.autoencoder.Seq2Seq method) (alibi_detect.models.tensorflow.Seq2Seq method) Decoder (class in alibi_detect.models.tensorflow.autoencoder) DecoderLSTM (class in alibi_detect.models.tensorflow.autoencoder) DeepKernel (class in alibi_detect.utils.keops) (class in alibi_detect.utils.keops.kernels) (class in alibi_detect.utils.pytorch) (class in alibi_detect.utils.pytorch.kernels) (class in alibi_detect.utils.tensorflow) (class in alibi_detect.utils.tensorflow.kernels)

default() (alibi_detect.base.NumpyEncoder method) defocus_blur() (in module alibi_detect.utils.perturbation) DenseHidden (class in alibi_detect.ad.adversarialae) deprecated_alias() (in module alibi_detect.utils.warnings) Detector (class in alibi_detect.base) discretize() (alibi_detect.utils.discretizer.Discretizer method) Discretizer (class in alibi_detect.utils.discretizer) disk() (in module alibi_detect.utils.perturbation) DriftConfigMixin (class in alibi_detect.base)

E

elastic_transform() (in module alibi_detect.utils.perturbation) elbo() (in module alibi_detect.models.tensorflow) (in module alibi_detect.models.tensorflow.losses) EncoderAE (class in alibi_detect.models.tensorflow.autoencoder) EncoderLSTM (class in alibi_detect.models.tensorflow.autoencoder) EncoderVAE (class in alibi_detect.models.tensorflow.autoencoder) encompass_batching() (in module alibi_detect.cd.utils) encompass_shuffling_and_batch_filling() (in module alibi_detect.cd.utils) eps (alibi_detect.utils.keops.DeepKernel property) (alibi_detect.utils.keops.kernels.DeepKernel property) (alibi_detect.utils.pytorch.DeepKernel property) (alibi_detect.utils.pytorch.kernels.DeepKernel property) (alibi_detect.utils.tensorflow.DeepKernel property) (alibi_detect.utils.tensorflow.kernels.DeepKernel property)

err_msg (alibi_detect.utils.missing_optional_dependency.MissingDependency property) err_msg_template (in module alibi_detect.utils.missing_optional_dependency) eucl_cosim_features() (in module alibi_detect.models.tensorflow) (in module alibi_detect.models.tensorflow.autoencoder)

F

feature_score() (alibi_detect.cd.base.BaseUnivariateDrift method) (alibi_detect.cd.chisquare.ChiSquareDrift method) (alibi_detect.cd.ChiSquareDrift method) (alibi_detect.cd.cvm.CVMDrift method) (alibi_detect.cd.CVMDrift method) (alibi_detect.cd.fet.FETDrift method) (alibi_detect.cd.FETDrift method) (alibi_detect.cd.ks.KSDrift method) (alibi_detect.cd.KSDrift method) (alibi_detect.cd.tabular.TabularDrift method) (alibi_detect.cd.TabularDrift method) (alibi_detect.od.ae.OutlierAE method) (alibi_detect.od.LLR method) (alibi_detect.od.llr.LLR method) (alibi_detect.od.OutlierAE method) (alibi_detect.od.OutlierSeq2Seq method) (alibi_detect.od.OutlierVAE method) (alibi_detect.od.seq2seq.OutlierSeq2Seq method) (alibi_detect.od.vae.OutlierVAE method) FETDrift (class in alibi_detect.cd) (class in alibi_detect.cd.fet) FETDriftOnline (class in alibi_detect.cd) (class in alibi_detect.cd.fet_online) fit() (alibi_detect.ad.AdversarialAE method) (alibi_detect.ad.adversarialae.AdversarialAE method) (alibi_detect.ad.model_distillation.ModelDistillation method) (alibi_detect.ad.ModelDistillation method) (alibi_detect.base.FitMixin method) (alibi_detect.od.ae.OutlierAE method) (alibi_detect.od.aegmm.OutlierAEGMM method) (alibi_detect.od.IForest method) (alibi_detect.od.isolationforest.IForest method) (alibi_detect.od.LLR method) (alibi_detect.od.llr.LLR method) (alibi_detect.od.Mahalanobis method) (alibi_detect.od.mahalanobis.Mahalanobis method) (alibi_detect.od.OutlierAE method) (alibi_detect.od.OutlierAEGMM method) (alibi_detect.od.OutlierProphet method) (alibi_detect.od.OutlierSeq2Seq method) (alibi_detect.od.OutlierVAE method) (alibi_detect.od.OutlierVAEGMM method) (alibi_detect.od.prophet.OutlierProphet method) (alibi_detect.od.seq2seq.OutlierSeq2Seq method) (alibi_detect.od.vae.OutlierVAE method) (alibi_detect.od.vaegmm.OutlierVAEGMM method)

FitMixin (class in alibi_detect.base) fog() (in module alibi_detect.utils.perturbation) forward() (alibi_detect.cd.keops.learned_kernel.LearnedKernelDriftKeops.JHat method) (alibi_detect.cd.pytorch.HiddenOutput method) (alibi_detect.cd.pytorch.learned_kernel.LearnedKernelDriftTorch.JHat method) (alibi_detect.cd.pytorch.preprocess.HiddenOutput method) (alibi_detect.cd.pytorch.preprocess.UAE method) (alibi_detect.cd.pytorch.spot_the_diff.SpotTheDiffDriftTorch.InterpretableClf method) (alibi_detect.cd.pytorch.UAE method) (alibi_detect.models.pytorch.embedding.TransformerEmbedding method) (alibi_detect.models.pytorch.gmm.GMMModel method) (alibi_detect.models.pytorch.TransformerEmbedding method) (alibi_detect.utils.keops.DeepKernel method) (alibi_detect.utils.keops.GaussianRBF method) (alibi_detect.utils.keops.kernels.DeepKernel method) (alibi_detect.utils.keops.kernels.GaussianRBF method) (alibi_detect.utils.pytorch.DeepKernel method) (alibi_detect.utils.pytorch.GaussianRBF method) (alibi_detect.utils.pytorch.kernels.DeepKernel method) (alibi_detect.utils.pytorch.kernels.GaussianRBF method) Framework (class in alibi_detect.utils.frameworks) from_config() (alibi_detect.base.ConfigurableDetector class method) (alibi_detect.base.DriftConfigMixin class method) (alibi_detect.cd.tensorflow.spot_the_diff.SpotTheDiffDriftTF.InterpretableClf class method) (alibi_detect.utils.keops.DeepKernel class method) (alibi_detect.utils.keops.GaussianRBF class method) (alibi_detect.utils.keops.kernels.DeepKernel class method) (alibi_detect.utils.keops.kernels.GaussianRBF class method) (alibi_detect.utils.pytorch.DeepKernel class method) (alibi_detect.utils.pytorch.GaussianRBF class method) (alibi_detect.utils.pytorch.kernels.DeepKernel class method) (alibi_detect.utils.pytorch.kernels.GaussianRBF class method) (alibi_detect.utils.tensorflow.DeepKernel class method) (alibi_detect.utils.tensorflow.GaussianRBF class method) (alibi_detect.utils.tensorflow.kernels.DeepKernel class method) (alibi_detect.utils.tensorflow.kernels.GaussianRBF class method)

G

gaussian_blur() (in module alibi_detect.utils.perturbation) gaussian_noise() (in module alibi_detect.utils.perturbation) GaussianRBF (class in alibi_detect.utils.keops) (class in alibi_detect.utils.keops.kernels) (class in alibi_detect.utils.pytorch) (class in alibi_detect.utils.pytorch.kernels) (class in alibi_detect.utils.tensorflow) (class in alibi_detect.utils.tensorflow.kernels) get_config() (alibi_detect.base.ConfigurableDetector method) (alibi_detect.base.DriftConfigMixin method) (alibi_detect.cd.lsdd.LSDDDrift method) (alibi_detect.cd.lsdd_online.LSDDDriftOnline method) (alibi_detect.cd.LSDDDrift method) (alibi_detect.cd.LSDDDriftOnline method) (alibi_detect.cd.mmd_online.MMDDriftOnline method) (alibi_detect.cd.MMDDriftOnline method) (alibi_detect.cd.tensorflow.spot_the_diff.SpotTheDiffDriftTF.InterpretableClf method) (alibi_detect.utils.keops.DeepKernel method) (alibi_detect.utils.keops.GaussianRBF method) (alibi_detect.utils.keops.kernels.DeepKernel method) (alibi_detect.utils.keops.kernels.GaussianRBF method) (alibi_detect.utils.pytorch.DeepKernel method) (alibi_detect.utils.pytorch.GaussianRBF method) (alibi_detect.utils.pytorch.kernels.DeepKernel method) (alibi_detect.utils.pytorch.kernels.GaussianRBF method) (alibi_detect.utils.tensorflow.DeepKernel method) (alibi_detect.utils.tensorflow.GaussianRBF method) (alibi_detect.utils.tensorflow.kernels.DeepKernel method) (alibi_detect.utils.tensorflow.kernels.GaussianRBF method)

get_device() (in module alibi_detect.utils.pytorch) (in module alibi_detect.utils.pytorch.misc) get_input_shape() (in module alibi_detect.cd.utils) get_optimizer() (in module alibi_detect.utils.pytorch.misc) get_splits() (alibi_detect.cd.base.BaseClassifierDrift method) (alibi_detect.cd.base.BaseLearnedKernelDrift method) get_threshold() (alibi_detect.cd.base_online.BaseMultiDriftOnline method) (alibi_detect.cd.base_online.BaseUniDriftOnline method) glass_blur() (in module alibi_detect.utils.perturbation) gmm_energy() (in module alibi_detect.models.tensorflow.gmm) gmm_params() (in module alibi_detect.models.tensorflow.gmm) GMMModel (class in alibi_detect.models.pytorch.gmm)

H

hidden_state_embedding() (in module alibi_detect.models.pytorch.embedding) (in module alibi_detect.models.tensorflow.embedding) HiddenOutput (class in alibi_detect.cd.pytorch) (class in alibi_detect.cd.pytorch.preprocess) (class in alibi_detect.cd.tensorflow) (class in alibi_detect.cd.tensorflow.preprocess)

hinge_loss() (in module alibi_detect.utils.pytorch.losses)

I

identity_block() (in module alibi_detect.models.tensorflow.resnet) IForest (class in alibi_detect.od) (class in alibi_detect.od.isolationforest) import_optional() (in module alibi_detect.utils.missing_optional_dependency) impulse_noise() (in module alibi_detect.utils.perturbation) infer_threshold() (alibi_detect.ad.AdversarialAE method) (alibi_detect.ad.adversarialae.AdversarialAE method) (alibi_detect.ad.model_distillation.ModelDistillation method) (alibi_detect.ad.ModelDistillation method) (alibi_detect.base.ThresholdMixin method) (alibi_detect.od.ae.OutlierAE method) (alibi_detect.od.aegmm.OutlierAEGMM method) (alibi_detect.od.IForest method) (alibi_detect.od.isolationforest.IForest method) (alibi_detect.od.LLR method) (alibi_detect.od.llr.LLR method) (alibi_detect.od.Mahalanobis method) (alibi_detect.od.mahalanobis.Mahalanobis method) (alibi_detect.od.OutlierAE method) (alibi_detect.od.OutlierAEGMM method) (alibi_detect.od.OutlierSeq2Seq method) (alibi_detect.od.OutlierVAE method) (alibi_detect.od.OutlierVAEGMM method) (alibi_detect.od.seq2seq.OutlierSeq2Seq method) (alibi_detect.od.SpectralResidual method) (alibi_detect.od.sr.SpectralResidual method) (alibi_detect.od.vae.OutlierVAE method) (alibi_detect.od.vaegmm.OutlierVAEGMM method)

inject_outlier_categorical() (in module alibi_detect.utils.perturbation) inject_outlier_tabular() (in module alibi_detect.utils.perturbation) inject_outlier_ts() (in module alibi_detect.utils.perturbation) instance_score() (alibi_detect.od.ae.OutlierAE method) (alibi_detect.od.LLR method) (alibi_detect.od.llr.LLR method) (alibi_detect.od.OutlierAE method) (alibi_detect.od.OutlierSeq2Seq method) (alibi_detect.od.OutlierVAE method) (alibi_detect.od.seq2seq.OutlierSeq2Seq method) (alibi_detect.od.vae.OutlierVAE method)

J

jpeg_compression() (in module alibi_detect.utils.perturbation)

K

KEOPS (alibi_detect.utils.frameworks.Framework attribute) kernel (alibi_detect.cd.base.BaseLearnedKernelDrift attribute) kernel_matrix() (alibi_detect.cd.pytorch.mmd.MMDDriftTorch method) (alibi_detect.cd.tensorflow.mmd.MMDDriftTF method)

KSDrift (class in alibi_detect.cd) (class in alibi_detect.cd.ks)

L

l2_regulariser() (in module alibi_detect.models.tensorflow.resnet) lams (alibi_detect.cd.base.BaseContextMMDDrift attribute) (alibi_detect.cd.pytorch.context_aware.ContextMMDDriftTorch attribute) LearnedKernelDrift (class in alibi_detect.cd) (class in alibi_detect.cd.learned_kernel) LearnedKernelDriftKeops (class in alibi_detect.cd.keops.learned_kernel) LearnedKernelDriftKeops.JHat (class in alibi_detect.cd.keops.learned_kernel) LearnedKernelDriftTF (class in alibi_detect.cd.tensorflow.learned_kernel) LearnedKernelDriftTF.JHat (class in alibi_detect.cd.tensorflow.learned_kernel) LearnedKernelDriftTorch (class in alibi_detect.cd.pytorch.learned_kernel) LearnedKernelDriftTorch.JHat (class in alibi_detect.cd.pytorch.learned_kernel) learning_rate_schedule() (in module alibi_detect.models.tensorflow.resnet) LearningRateBatchScheduler (class in alibi_detect.models.tensorflow.resnet) LEFT (alibi_detect.od.sr.Side attribute) LLR (class in alibi_detect.od) (class in alibi_detect.od.llr) llr() (alibi_detect.od.LLR method) (alibi_detect.od.llr.LLR method) load_state() (alibi_detect.base.StatefulDetectorOnline method) (alibi_detect.cd.lsdd_online.LSDDDriftOnline method) (alibi_detect.cd.LSDDDriftOnline method) (alibi_detect.cd.mmd_online.MMDDriftOnline method) (alibi_detect.cd.MMDDriftOnline method) (alibi_detect.utils.state.state.StateMixin method) (alibi_detect.utils.state.StateMixin method)

logp() (alibi_detect.od.LLR method) (alibi_detect.od.llr.LLR method) logp_alt() (alibi_detect.od.LLR method) (alibi_detect.od.llr.LLR method) loss_adv_ae() (in module alibi_detect.models.tensorflow) (in module alibi_detect.models.tensorflow.losses) loss_aegmm() (in module alibi_detect.models.tensorflow) (in module alibi_detect.models.tensorflow.losses) loss_distillation() (in module alibi_detect.models.tensorflow) (in module alibi_detect.models.tensorflow.losses) loss_vaegmm() (in module alibi_detect.models.tensorflow) (in module alibi_detect.models.tensorflow.losses) LSDDDrift (class in alibi_detect.cd) (class in alibi_detect.cd.lsdd) LSDDDriftOnline (class in alibi_detect.cd) (class in alibi_detect.cd.lsdd_online) LSDDDriftOnlineTF (class in alibi_detect.cd.tensorflow.lsdd_online) LSDDDriftOnlineTorch (class in alibi_detect.cd.pytorch.lsdd_online) LSDDDriftTF (class in alibi_detect.cd.tensorflow.lsdd) LSDDDriftTorch (class in alibi_detect.cd.pytorch.lsdd)

M

Mahalanobis (class in alibi_detect.od) (class in alibi_detect.od.mahalanobis) meta (alibi_detect.base.BaseDetector property) (alibi_detect.base.Detector attribute) MissingDependency (class in alibi_detect.utils.missing_optional_dependency) mmd2() (in module alibi_detect.utils.pytorch) (in module alibi_detect.utils.pytorch.distance) (in module alibi_detect.utils.tensorflow) (in module alibi_detect.utils.tensorflow.distance) mmd2_from_kernel_matrix() (in module alibi_detect.utils.pytorch) (in module alibi_detect.utils.pytorch.distance) (in module alibi_detect.utils.tensorflow) (in module alibi_detect.utils.tensorflow.distance) MMDDrift (class in alibi_detect.cd) (class in alibi_detect.cd.mmd) MMDDriftKeops (class in alibi_detect.cd.keops.mmd) MMDDriftOnline (class in alibi_detect.cd) (class in alibi_detect.cd.mmd_online) MMDDriftOnlineTF (class in alibi_detect.cd.tensorflow.mmd_online) MMDDriftOnlineTorch (class in alibi_detect.cd.pytorch.mmd_online) MMDDriftTF (class in alibi_detect.cd.tensorflow.mmd) MMDDriftTorch (class in alibi_detect.cd.pytorch.mmd) model (alibi_detect.cd.base.BaseClassifierDrift attribute) ModelDistillation (class in alibi_detect.ad) (class in alibi_detect.ad.model_distillation) module alibi_detect.ad alibi_detect.ad.adversarialae alibi_detect.ad.model_distillation alibi_detect.base alibi_detect.cd alibi_detect.cd.base alibi_detect.cd.base_online alibi_detect.cd.chisquare alibi_detect.cd.classifier alibi_detect.cd.context_aware alibi_detect.cd.cvm alibi_detect.cd.cvm_online alibi_detect.cd.fet alibi_detect.cd.fet_online alibi_detect.cd.keops alibi_detect.cd.keops.learned_kernel alibi_detect.cd.keops.mmd alibi_detect.cd.ks alibi_detect.cd.learned_kernel alibi_detect.cd.lsdd alibi_detect.cd.lsdd_online alibi_detect.cd.mmd alibi_detect.cd.mmd_online alibi_detect.cd.model_uncertainty alibi_detect.cd.preprocess alibi_detect.cd.pytorch alibi_detect.cd.pytorch.classifier alibi_detect.cd.pytorch.context_aware alibi_detect.cd.pytorch.learned_kernel alibi_detect.cd.pytorch.lsdd alibi_detect.cd.pytorch.lsdd_online alibi_detect.cd.pytorch.mmd alibi_detect.cd.pytorch.mmd_online alibi_detect.cd.pytorch.preprocess alibi_detect.cd.pytorch.spot_the_diff alibi_detect.cd.pytorch.utils alibi_detect.cd.sklearn alibi_detect.cd.sklearn.classifier alibi_detect.cd.spot_the_diff alibi_detect.cd.tabular alibi_detect.cd.tensorflow alibi_detect.cd.tensorflow.classifier alibi_detect.cd.tensorflow.context_aware alibi_detect.cd.tensorflow.learned_kernel alibi_detect.cd.tensorflow.lsdd alibi_detect.cd.tensorflow.lsdd_online alibi_detect.cd.tensorflow.mmd alibi_detect.cd.tensorflow.mmd_online alibi_detect.cd.tensorflow.preprocess alibi_detect.cd.tensorflow.spot_the_diff alibi_detect.cd.tensorflow.utils alibi_detect.cd.utils alibi_detect.models alibi_detect.models.pytorch alibi_detect.models.pytorch.embedding alibi_detect.models.pytorch.gmm alibi_detect.models.pytorch.trainer alibi_detect.models.tensorflow alibi_detect.models.tensorflow.autoencoder alibi_detect.models.tensorflow.embedding alibi_detect.models.tensorflow.gmm alibi_detect.models.tensorflow.losses alibi_detect.models.tensorflow.pixelcnn alibi_detect.models.tensorflow.resnet alibi_detect.models.tensorflow.trainer alibi_detect.od alibi_detect.od.ae alibi_detect.od.aegmm alibi_detect.od.isolationforest alibi_detect.od.llr alibi_detect.od.mahalanobis alibi_detect.od.prophet alibi_detect.od.seq2seq alibi_detect.od.sr alibi_detect.od.vae alibi_detect.od.vaegmm alibi_detect.utils alibi_detect.utils.data alibi_detect.utils.discretizer alibi_detect.utils.distance alibi_detect.utils.frameworks alibi_detect.utils.keops alibi_detect.utils.keops.kernels alibi_detect.utils.mapping alibi_detect.utils.metrics alibi_detect.utils.misc alibi_detect.utils.missing_optional_dependency alibi_detect.utils.perturbation alibi_detect.utils.prediction alibi_detect.utils.pydantic_v1 alibi_detect.utils.pydantic_v1.fields alibi_detect.utils.pytorch alibi_detect.utils.pytorch.data alibi_detect.utils.pytorch.distance alibi_detect.utils.pytorch.kernels alibi_detect.utils.pytorch.losses alibi_detect.utils.pytorch.misc alibi_detect.utils.pytorch.prediction alibi_detect.utils.sampling alibi_detect.utils.state alibi_detect.utils.state.state alibi_detect.utils.tensorflow alibi_detect.utils.tensorflow.data alibi_detect.utils.tensorflow.distance alibi_detect.utils.tensorflow.kernels alibi_detect.utils.tensorflow.misc alibi_detect.utils.tensorflow.perturbation alibi_detect.utils.tensorflow.prediction alibi_detect.utils.url alibi_detect.utils.visualize alibi_detect.utils.warnings alibi_detect.version

multidim_scaling() (in module alibi_detect.utils.distance) mutate_categorical() (in module alibi_detect.utils.tensorflow) (in module alibi_detect.utils.tensorflow.perturbation) mvdm() (in module alibi_detect.utils.distance)

N

norm() (in module alibi_detect.utils.distance)

num2ord() (in module alibi_detect.utils.mapping) NumpyEncoder (class in alibi_detect.base)

O

ohe2ord() (in module alibi_detect.utils.mapping) ohe2ord_shape() (in module alibi_detect.utils.mapping) on_batch_begin() (alibi_detect.models.tensorflow.resnet.LearningRateBatchScheduler method) on_epoch_begin() (alibi_detect.models.tensorflow.resnet.LearningRateBatchScheduler method) on_epoch_end() (alibi_detect.utils.tensorflow.data.TFDataset method) (alibi_detect.utils.tensorflow.TFDataset method) online_state_keys (alibi_detect.cd.base_online.BaseMultiDriftOnline attribute) (alibi_detect.cd.base_online.BaseUniDriftOnline attribute) (alibi_detect.cd.cvm_online.CVMDriftOnline attribute) (alibi_detect.cd.CVMDriftOnline attribute) (alibi_detect.cd.fet_online.FETDriftOnline attribute) (alibi_detect.cd.FETDriftOnline attribute) (alibi_detect.cd.pytorch.lsdd_online.LSDDDriftOnlineTorch attribute) (alibi_detect.cd.pytorch.mmd_online.MMDDriftOnlineTorch attribute) (alibi_detect.cd.tensorflow.lsdd_online.LSDDDriftOnlineTF attribute) (alibi_detect.cd.tensorflow.mmd_online.MMDDriftOnlineTF attribute) (alibi_detect.utils.state.state.StateMixin attribute) (alibi_detect.utils.state.StateMixin attribute)

ord2num() (in module alibi_detect.utils.mapping) ord2ohe() (in module alibi_detect.utils.mapping) outlier_prediction_dict() (in module alibi_detect.base) OutlierAE (class in alibi_detect.od) (class in alibi_detect.od.ae) OutlierAEGMM (class in alibi_detect.od) (class in alibi_detect.od.aegmm) OutlierProphet (class in alibi_detect.od) (class in alibi_detect.od.prophet) OutlierSeq2Seq (class in alibi_detect.od) (class in alibi_detect.od.seq2seq) OutlierVAE (class in alibi_detect.od) (class in alibi_detect.od.vae) OutlierVAEGMM (class in alibi_detect.od) (class in alibi_detect.od.vaegmm)

P

pad_same() (alibi_detect.od.SpectralResidual static method) (alibi_detect.od.sr.SpectralResidual static method) Padding (class in alibi_detect.od.sr) pairwise_distance() (in module alibi_detect.utils.distance) permed_lsdds() (in module alibi_detect.utils.pytorch) (in module alibi_detect.utils.pytorch.distance) (in module alibi_detect.utils.tensorflow) (in module alibi_detect.utils.tensorflow.distance) pixelate() (in module alibi_detect.utils.perturbation) PixelCNN (class in alibi_detect.models.tensorflow) plasma_fractal() (in module alibi_detect.utils.perturbation) plot_feature_outlier_image() (in module alibi_detect.utils.visualize) plot_feature_outlier_tabular() (in module alibi_detect.utils.visualize) plot_feature_outlier_ts() (in module alibi_detect.utils.visualize) plot_instance_score() (in module alibi_detect.utils.visualize) plot_roc() (in module alibi_detect.utils.visualize) predict() (alibi_detect.ad.AdversarialAE method) (alibi_detect.ad.adversarialae.AdversarialAE method) (alibi_detect.ad.model_distillation.ModelDistillation method) (alibi_detect.ad.ModelDistillation method) (alibi_detect.base.BaseDetector method) (alibi_detect.base.Detector method) (alibi_detect.cd.base.BaseClassifierDrift method) (alibi_detect.cd.base.BaseContextMMDDrift method) (alibi_detect.cd.base.BaseLearnedKernelDrift method) (alibi_detect.cd.base.BaseLSDDDrift method) (alibi_detect.cd.base.BaseMMDDrift method) (alibi_detect.cd.base.BaseUnivariateDrift method) (alibi_detect.cd.base_online.BaseMultiDriftOnline method) (alibi_detect.cd.base_online.BaseUniDriftOnline method) (alibi_detect.cd.classifier.ClassifierDrift method) (alibi_detect.cd.ClassifierDrift method) (alibi_detect.cd.ClassifierUncertaintyDrift method) (alibi_detect.cd.context_aware.ContextMMDDrift method) (alibi_detect.cd.ContextMMDDrift method) (alibi_detect.cd.learned_kernel.LearnedKernelDrift method) (alibi_detect.cd.LearnedKernelDrift method) (alibi_detect.cd.lsdd.LSDDDrift method) (alibi_detect.cd.lsdd_online.LSDDDriftOnline method) (alibi_detect.cd.LSDDDrift method) (alibi_detect.cd.LSDDDriftOnline method) (alibi_detect.cd.mmd.MMDDrift method) (alibi_detect.cd.mmd_online.MMDDriftOnline method) (alibi_detect.cd.MMDDrift method) (alibi_detect.cd.MMDDriftOnline method) (alibi_detect.cd.model_uncertainty.ClassifierUncertaintyDrift method) (alibi_detect.cd.model_uncertainty.RegressorUncertaintyDrift method) (alibi_detect.cd.pytorch.spot_the_diff.SpotTheDiffDriftTorch method) (alibi_detect.cd.RegressorUncertaintyDrift method) (alibi_detect.cd.spot_the_diff.SpotTheDiffDrift method) (alibi_detect.cd.SpotTheDiffDrift method) (alibi_detect.cd.tensorflow.spot_the_diff.SpotTheDiffDriftTF method) (alibi_detect.od.ae.OutlierAE method) (alibi_detect.od.aegmm.OutlierAEGMM method) (alibi_detect.od.IForest method) (alibi_detect.od.isolationforest.IForest method) (alibi_detect.od.LLR method) (alibi_detect.od.llr.LLR method) (alibi_detect.od.Mahalanobis method) (alibi_detect.od.mahalanobis.Mahalanobis method) (alibi_detect.od.OutlierAE method) (alibi_detect.od.OutlierAEGMM method) (alibi_detect.od.OutlierProphet method) (alibi_detect.od.OutlierSeq2Seq method) (alibi_detect.od.OutlierVAE method) (alibi_detect.od.OutlierVAEGMM method) (alibi_detect.od.prophet.OutlierProphet method) (alibi_detect.od.seq2seq.OutlierSeq2Seq method) (alibi_detect.od.SpectralResidual method) (alibi_detect.od.sr.SpectralResidual method) (alibi_detect.od.vae.OutlierVAE method) (alibi_detect.od.vaegmm.OutlierVAEGMM method)

predict_batch() (in module alibi_detect.utils.pytorch) (in module alibi_detect.utils.pytorch.prediction) (in module alibi_detect.utils.tensorflow) (in module alibi_detect.utils.tensorflow.prediction) predict_batch_transformer() (in module alibi_detect.utils.pytorch) (in module alibi_detect.utils.pytorch.prediction) (in module alibi_detect.utils.tensorflow) (in module alibi_detect.utils.tensorflow.prediction) preprocess() (alibi_detect.cd.base.BaseClassifierDrift method) (alibi_detect.cd.base.BaseContextMMDDrift method) (alibi_detect.cd.base.BaseLearnedKernelDrift method) (alibi_detect.cd.base.BaseLSDDDrift method) (alibi_detect.cd.base.BaseMMDDrift method) (alibi_detect.cd.base.BaseUnivariateDrift method) preprocess_drift() (in module alibi_detect.cd.pytorch) (in module alibi_detect.cd.pytorch.preprocess) (in module alibi_detect.cd.tensorflow) (in module alibi_detect.cd.tensorflow.preprocess) preprocess_image() (in module alibi_detect.models.tensorflow.resnet) PYTORCH (alibi_detect.utils.frameworks.Framework attribute)

Q

quantile() (in module alibi_detect.utils.misc) (in module alibi_detect.utils.pytorch) (in module alibi_detect.utils.pytorch.misc) (in module alibi_detect.utils.tensorflow) (in module alibi_detect.utils.tensorflow.misc)

R

REFLECT (alibi_detect.od.sr.Padding attribute) regressor_uncertainty() (in module alibi_detect.cd.preprocess) RegressorUncertaintyDrift (class in alibi_detect.cd) (class in alibi_detect.cd.model_uncertainty) relative_euclidean_distance() (in module alibi_detect.utils.tensorflow) (in module alibi_detect.utils.tensorflow.distance) REPLICATE (alibi_detect.od.sr.Padding attribute) reservoir_sampling() (in module alibi_detect.utils.sampling) reset() (alibi_detect.cd.base_online.BaseMultiDriftOnline method) (alibi_detect.cd.base_online.BaseUniDriftOnline method)

reset_state() (alibi_detect.cd.base_online.BaseMultiDriftOnline method) (alibi_detect.cd.base_online.BaseUniDriftOnline method) (alibi_detect.cd.lsdd_online.LSDDDriftOnline method) (alibi_detect.cd.LSDDDriftOnline method) (alibi_detect.cd.mmd_online.MMDDriftOnline method) (alibi_detect.cd.MMDDriftOnline method) resnet() (in module alibi_detect.models.tensorflow) (in module alibi_detect.models.tensorflow.resnet) resnet_block() (in module alibi_detect.models.tensorflow.resnet) RIGHT (alibi_detect.od.sr.Side attribute) run() (in module alibi_detect.models.tensorflow.resnet)

S

saliency_map() (alibi_detect.od.SpectralResidual method) (alibi_detect.od.sr.SpectralResidual method) sample_df() (in module alibi_detect.utils.data) Sampling (class in alibi_detect.models.tensorflow.autoencoder) saturate() (in module alibi_detect.utils.perturbation) save_state() (alibi_detect.base.StatefulDetectorOnline method) (alibi_detect.cd.lsdd_online.LSDDDriftOnline method) (alibi_detect.cd.LSDDDriftOnline method) (alibi_detect.cd.mmd_online.MMDDriftOnline method) (alibi_detect.cd.MMDDriftOnline method) (alibi_detect.utils.state.state.StateMixin method) (alibi_detect.utils.state.StateMixin method) scale_by_instance() (in module alibi_detect.models.tensorflow) (in module alibi_detect.models.tensorflow.resnet) scale_minmax() (in module alibi_detect.utils.perturbation) score() (alibi_detect.ad.AdversarialAE method) (alibi_detect.ad.adversarialae.AdversarialAE method) (alibi_detect.ad.model_distillation.ModelDistillation method) (alibi_detect.ad.ModelDistillation method) (alibi_detect.base.BaseDetector method) (alibi_detect.cd.base.BaseClassifierDrift method) (alibi_detect.cd.base.BaseContextMMDDrift method) (alibi_detect.cd.base.BaseLearnedKernelDrift method) (alibi_detect.cd.base.BaseLSDDDrift method) (alibi_detect.cd.base.BaseMMDDrift method) (alibi_detect.cd.base.BaseUnivariateDrift method) (alibi_detect.cd.context_aware.ContextMMDDrift method) (alibi_detect.cd.ContextMMDDrift method) (alibi_detect.cd.cvm_online.CVMDriftOnline method) (alibi_detect.cd.CVMDriftOnline method) (alibi_detect.cd.fet_online.FETDriftOnline method) (alibi_detect.cd.FETDriftOnline method) (alibi_detect.cd.keops.learned_kernel.LearnedKernelDriftKeops method) (alibi_detect.cd.keops.mmd.MMDDriftKeops method) (alibi_detect.cd.lsdd.LSDDDrift method) (alibi_detect.cd.lsdd_online.LSDDDriftOnline method) (alibi_detect.cd.LSDDDrift method) (alibi_detect.cd.LSDDDriftOnline method) (alibi_detect.cd.mmd.MMDDrift method) (alibi_detect.cd.mmd_online.MMDDriftOnline method) (alibi_detect.cd.MMDDrift method) (alibi_detect.cd.MMDDriftOnline method) (alibi_detect.cd.pytorch.classifier.ClassifierDriftTorch method) (alibi_detect.cd.pytorch.context_aware.ContextMMDDriftTorch method) (alibi_detect.cd.pytorch.learned_kernel.LearnedKernelDriftTorch method) (alibi_detect.cd.pytorch.lsdd.LSDDDriftTorch method) (alibi_detect.cd.pytorch.lsdd_online.LSDDDriftOnlineTorch method) (alibi_detect.cd.pytorch.mmd.MMDDriftTorch method) (alibi_detect.cd.pytorch.mmd_online.MMDDriftOnlineTorch method) (alibi_detect.cd.sklearn.classifier.ClassifierDriftSklearn method) (alibi_detect.cd.tensorflow.classifier.ClassifierDriftTF method) (alibi_detect.cd.tensorflow.context_aware.ContextMMDDriftTF method) (alibi_detect.cd.tensorflow.learned_kernel.LearnedKernelDriftTF method) (alibi_detect.cd.tensorflow.lsdd.LSDDDriftTF method) (alibi_detect.cd.tensorflow.lsdd_online.LSDDDriftOnlineTF method) (alibi_detect.cd.tensorflow.mmd.MMDDriftTF method) (alibi_detect.cd.tensorflow.mmd_online.MMDDriftOnlineTF method) (alibi_detect.od.ae.OutlierAE method) (alibi_detect.od.aegmm.OutlierAEGMM method) (alibi_detect.od.IForest method) (alibi_detect.od.isolationforest.IForest method) (alibi_detect.od.LLR method) (alibi_detect.od.llr.LLR method) (alibi_detect.od.Mahalanobis method) (alibi_detect.od.mahalanobis.Mahalanobis method) (alibi_detect.od.OutlierAE method) (alibi_detect.od.OutlierAEGMM method) (alibi_detect.od.OutlierProphet method) (alibi_detect.od.OutlierSeq2Seq method) (alibi_detect.od.OutlierVAE method) (alibi_detect.od.OutlierVAEGMM method) (alibi_detect.od.prophet.OutlierProphet method) (alibi_detect.od.seq2seq.OutlierSeq2Seq method) (alibi_detect.od.SpectralResidual method) (alibi_detect.od.sr.SpectralResidual method) (alibi_detect.od.vae.OutlierVAE method) (alibi_detect.od.vaegmm.OutlierVAEGMM method)

Seq2Seq (class in alibi_detect.models.tensorflow) (class in alibi_detect.models.tensorflow.autoencoder) shift (alibi_detect.models.tensorflow.pixelcnn.Shift property) Shift (class in alibi_detect.models.tensorflow.pixelcnn) shot_noise() (in module alibi_detect.utils.perturbation) Side (class in alibi_detect.od.sr) sigma (alibi_detect.utils.keops.GaussianRBF property) (alibi_detect.utils.keops.kernels.GaussianRBF property) (alibi_detect.utils.pytorch.GaussianRBF property) (alibi_detect.utils.pytorch.kernels.GaussianRBF property) (alibi_detect.utils.tensorflow.GaussianRBF property) (alibi_detect.utils.tensorflow.kernels.GaussianRBF property) sigma_mean() (in module alibi_detect.utils.keops.kernels) sigma_median() (in module alibi_detect.utils.pytorch.kernels) (in module alibi_detect.utils.tensorflow.kernels) SKLEARN (alibi_detect.utils.frameworks.Framework attribute) speckle_noise() (in module alibi_detect.utils.perturbation) SpectralResidual (class in alibi_detect.od) (class in alibi_detect.od.sr) SpotTheDiffDrift (class in alibi_detect.cd) (class in alibi_detect.cd.spot_the_diff) SpotTheDiffDriftTF (class in alibi_detect.cd.tensorflow.spot_the_diff) SpotTheDiffDriftTF.InterpretableClf (class in alibi_detect.cd.tensorflow.spot_the_diff) SpotTheDiffDriftTorch (class in alibi_detect.cd.pytorch.spot_the_diff) SpotTheDiffDriftTorch.InterpretableClf (class in alibi_detect.cd.pytorch.spot_the_diff) squared_pairwise_distance() (in module alibi_detect.utils.pytorch) (in module alibi_detect.utils.pytorch.distance) (in module alibi_detect.utils.tensorflow) (in module alibi_detect.utils.tensorflow.distance) StatefulDetectorOnline (class in alibi_detect.base) StateMixin (class in alibi_detect.utils.state) (class in alibi_detect.utils.state.state) subset_matrix() (in module alibi_detect.utils.tensorflow) (in module alibi_detect.utils.tensorflow.misc)

T

t (alibi_detect.base.StatefulDetectorOnline attribute) (alibi_detect.cd.base_online.BaseMultiDriftOnline attribute) (alibi_detect.cd.base_online.BaseUniDriftOnline attribute) (alibi_detect.cd.lsdd_online.LSDDDriftOnline property) (alibi_detect.cd.LSDDDriftOnline property) (alibi_detect.cd.mmd_online.MMDDriftOnline property) (alibi_detect.cd.MMDDriftOnline property) (alibi_detect.utils.state.state.StateMixin attribute) (alibi_detect.utils.state.StateMixin attribute) TabularDrift (class in alibi_detect.cd) (class in alibi_detect.cd.tabular) TENSORFLOW (alibi_detect.utils.frameworks.Framework attribute) test_probs() (alibi_detect.cd.base.BaseClassifierDrift method) test_stats (alibi_detect.cd.lsdd_online.LSDDDriftOnline property) (alibi_detect.cd.LSDDDriftOnline property) (alibi_detect.cd.mmd_online.MMDDriftOnline property) (alibi_detect.cd.MMDDriftOnline property) TFDataset (class in alibi_detect.utils.tensorflow) (class in alibi_detect.utils.tensorflow.data) ThresholdMixin (class in alibi_detect.base) thresholds (alibi_detect.cd.base_online.BaseMultiDriftOnline attribute) (alibi_detect.cd.base_online.BaseUniDriftOnline attribute) (alibi_detect.cd.cvm_online.CVMDriftOnline attribute) (alibi_detect.cd.fet_online.FETDriftOnline attribute) (alibi_detect.cd.lsdd_online.LSDDDriftOnline property) (alibi_detect.cd.LSDDDriftOnline property) (alibi_detect.cd.mmd_online.MMDDriftOnline property) (alibi_detect.cd.MMDDriftOnline property)

tokenize_transformer() (in module alibi_detect.utils.prediction) TorchDataset (class in alibi_detect.utils.pytorch) (class in alibi_detect.utils.pytorch.data) trainer() (alibi_detect.cd.keops.learned_kernel.LearnedKernelDriftKeops static method) (alibi_detect.cd.pytorch.learned_kernel.LearnedKernelDriftTorch static method) (alibi_detect.cd.tensorflow.learned_kernel.LearnedKernelDriftTF static method) (in module alibi_detect.models.pytorch) (in module alibi_detect.models.pytorch.trainer) (in module alibi_detect.models.tensorflow) (in module alibi_detect.models.tensorflow.trainer) TransformerEmbedding (class in alibi_detect.models.pytorch) (class in alibi_detect.models.pytorch.embedding) (class in alibi_detect.models.tensorflow) (class in alibi_detect.models.tensorflow.embedding)

U

UAE (class in alibi_detect.cd.pytorch) (class in alibi_detect.cd.pytorch.preprocess) (class in alibi_detect.cd.tensorflow) (class in alibi_detect.cd.tensorflow.preprocess)

update_reference() (in module alibi_detect.cd.utils)

V

VAE (class in alibi_detect.models.tensorflow) (class in alibi_detect.models.tensorflow.autoencoder)

VAEGMM (class in alibi_detect.models.tensorflow) (class in alibi_detect.models.tensorflow.autoencoder) verify_backend() (alibi_detect.utils.frameworks.BackendValidator method)

Z

zero_diag() (in module alibi_detect.utils.pytorch) (in module alibi_detect.utils.pytorch.misc) (in module alibi_detect.utils.tensorflow) (in module alibi_detect.utils.tensorflow.misc)

zoom_blur() (in module alibi_detect.utils.perturbation)