# Alibi Detect ## docs-master - [Overview](https://docs.seldon.ai/alibi-detect/readme.md): Learn about the features of Alibi Detect - [Getting Started](https://docs.seldon.ai/alibi-detect/getting_started.md) - [Algorithm Overview](https://docs.seldon.ai/alibi-detect/algorithms.md) - [Saving and Loading](https://docs.seldon.ai/alibi-detect/saving.md) - [Detector Configuration Files](https://docs.seldon.ai/alibi-detect/config_files.md) - [Outlier Detection](https://docs.seldon.ai/alibi-detect/outlier-detection.md) - [Methods](https://docs.seldon.ai/alibi-detect/outlier-detection/methods.md) - [Mahalanobis Distance](https://docs.seldon.ai/alibi-detect/outlier-detection/methods/mahalanobis.md) - [Isolation Forest](https://docs.seldon.ai/alibi-detect/outlier-detection/methods/iforest.md) - [Variational Auto-Encoder](https://docs.seldon.ai/alibi-detect/outlier-detection/methods/vae.md) - [Auto-Encoder](https://docs.seldon.ai/alibi-detect/outlier-detection/methods/ae.md) - [Variational Auto-Encoding Gaussian Mixture Model](https://docs.seldon.ai/alibi-detect/outlier-detection/methods/vaegmm.md) - [Auto-Encoding Gaussian Mixture Model](https://docs.seldon.ai/alibi-detect/outlier-detection/methods/aegmm.md) - [Likelihood Ratios for Outlier Detection](https://docs.seldon.ai/alibi-detect/outlier-detection/methods/llr.md) - [Prophet Detector](https://docs.seldon.ai/alibi-detect/outlier-detection/methods/prophet.md) - [Spectral Residual](https://docs.seldon.ai/alibi-detect/outlier-detection/methods/sr.md) - [Sequence-to-Sequence (Seq2Seq)](https://docs.seldon.ai/alibi-detect/outlier-detection/methods/seq2seq.md) - [Examples](https://docs.seldon.ai/alibi-detect/outlier-detection/examples.md) - [AE outlier detection on CIFAR10](https://docs.seldon.ai/alibi-detect/outlier-detection/examples/od_ae_cifar10.md) - [AEGMM and VAEGMM outlier detection on KDD Cup ‘99 dataset](https://docs.seldon.ai/alibi-detect/outlier-detection/examples/od_aegmm_kddcup.md) - [Isolation Forest outlier detection on KDD Cup ‘99 dataset](https://docs.seldon.ai/alibi-detect/outlier-detection/examples/od_if_kddcup.md) - [Likelihood Ratio Outlier Detection on Genomic Sequences](https://docs.seldon.ai/alibi-detect/outlier-detection/examples/od_llr_genome.md) - [Likelihood Ratio Outlier Detection with PixelCNN++](https://docs.seldon.ai/alibi-detect/outlier-detection/examples/od_llr_mnist.md) - [Mahalanobis outlier detection on KDD Cup ‘99 dataset](https://docs.seldon.ai/alibi-detect/outlier-detection/examples/od_mahalanobis_kddcup.md) - [Time-series outlier detection using Prophet on weather data](https://docs.seldon.ai/alibi-detect/outlier-detection/examples/od_prophet_weather.md) - [Seq2Seq time series outlier detection on ECG data](https://docs.seldon.ai/alibi-detect/outlier-detection/examples/od_seq2seq_ecg.md) - [Time series outlier detection with Seq2Seq models on synthetic data](https://docs.seldon.ai/alibi-detect/outlier-detection/examples/od_seq2seq_synth.md) - [Time series outlier detection with Spectral Residuals on synthetic data](https://docs.seldon.ai/alibi-detect/outlier-detection/examples/od_sr_synth.md) - [VAE outlier detection for income prediction](https://docs.seldon.ai/alibi-detect/outlier-detection/examples/od_vae_adult.md) - [VAE outlier detection on CIFAR10](https://docs.seldon.ai/alibi-detect/outlier-detection/examples/od_vae_cifar10.md) - [VAE outlier detection on KDD Cup ‘99 dataset](https://docs.seldon.ai/alibi-detect/outlier-detection/examples/od_vae_kddcup.md) - [Drift Detection](https://docs.seldon.ai/alibi-detect/cd.md) - [Methods](https://docs.seldon.ai/alibi-detect/cd/methods.md) - [Offline](https://docs.seldon.ai/alibi-detect/cd/methods/offline.md) - [Chi-Squared](https://docs.seldon.ai/alibi-detect/cd/methods/offline/chisquaredrift.md) - [Kolmogorov-Smirnov](https://docs.seldon.ai/alibi-detect/cd/methods/offline/ksdrift.md) - [Cramér-von Mises](https://docs.seldon.ai/alibi-detect/cd/methods/offline/cvmdrift.md) - [Fisher’s Exact Test](https://docs.seldon.ai/alibi-detect/cd/methods/offline/fetdrift.md) - [Maximum Mean Discrepancy](https://docs.seldon.ai/alibi-detect/cd/methods/offline/mmddrift.md) - [Least-Squares Density Difference](https://docs.seldon.ai/alibi-detect/cd/methods/offline/lsdddrift.md) - [Learned Kernel](https://docs.seldon.ai/alibi-detect/cd/methods/offline/learnedkerneldrift.md) - [Classifier](https://docs.seldon.ai/alibi-detect/cd/methods/offline/classifierdrift.md) - [Spot-the-diff](https://docs.seldon.ai/alibi-detect/cd/methods/offline/spotthediffdrift.md) - [Model Uncertainty](https://docs.seldon.ai/alibi-detect/cd/methods/offline/modeluncdrift.md) - [Mixed-type tabular data](https://docs.seldon.ai/alibi-detect/cd/methods/offline/tabulardrift.md) - [Context-Aware Maximum Mean Discrepancy](https://docs.seldon.ai/alibi-detect/cd/methods/offline/contextmmddrift.md) - [Online](https://docs.seldon.ai/alibi-detect/cd/methods/online.md) - [Online Maximum Mean Discrepancy](https://docs.seldon.ai/alibi-detect/cd/methods/online/onlinemmddrift.md) - [Online Least-Squares Density Difference](https://docs.seldon.ai/alibi-detect/cd/methods/online/onlinelsdddrift.md) - [Online Cramér-von Mises](https://docs.seldon.ai/alibi-detect/cd/methods/online/onlinecvmdrift.md) - [Online Fisher’s Exact Test](https://docs.seldon.ai/alibi-detect/cd/methods/online/onlinefetdrift.md) - [Examples](https://docs.seldon.ai/alibi-detect/cd/examples.md) - [Categorical and mixed type data drift detection on income prediction](https://docs.seldon.ai/alibi-detect/cd/examples/cd_chi2ks_adult.md) - [Learned drift detectors on Adult Census](https://docs.seldon.ai/alibi-detect/cd/examples/cd_clf_adult.md) - [Learned drift detectors on CIFAR-10](https://docs.seldon.ai/alibi-detect/cd/examples/cd_clf_cifar10.md) - [Context-aware drift detection on news articles](https://docs.seldon.ai/alibi-detect/cd/examples/cd_context_20newsgroup.md) - [Context-aware drift detection on ECGs](https://docs.seldon.ai/alibi-detect/cd/examples/cd_context_ecg.md) - [Model Distillation drift detector on CIFAR-10](https://docs.seldon.ai/alibi-detect/cd/examples/cd_distillation_cifar10.md) - [Kolmogorov-Smirnov data drift detector on CIFAR-10](https://docs.seldon.ai/alibi-detect/cd/examples/cd_ks_cifar10.md) - [Maximum Mean Discrepancy drift detector on CIFAR-10](https://docs.seldon.ai/alibi-detect/cd/examples/cd_mmd_cifar10.md) - [Scaling up drift detection with KeOps](https://docs.seldon.ai/alibi-detect/cd/examples/cd_mmd_keops.md) - [Model uncertainty based drift detection on CIFAR-10 and Wine-Quality datasets](https://docs.seldon.ai/alibi-detect/cd/examples/cd_model_unc_cifar10_wine.md) - [Drift detection on molecular graphs](https://docs.seldon.ai/alibi-detect/cd/examples/cd_mol.md) - [Online drift detection for Camelyon17 medical imaging dataset](https://docs.seldon.ai/alibi-detect/cd/examples/cd_online_camelyon.md) - [Online Drift Detection on the Wine Quality Dataset](https://docs.seldon.ai/alibi-detect/cd/examples/cd_online_wine.md) - [Interpretable drift detection with the spot-the-diff detector on MNIST and Wine-Quality datasets](https://docs.seldon.ai/alibi-detect/cd/examples/cd_spot_the_diff_mnist_wine.md) - [Supervised drift detection on the penguins dataset](https://docs.seldon.ai/alibi-detect/cd/examples/cd_supervised_penguins.md) - [Drift detection on Amazon reviews](https://docs.seldon.ai/alibi-detect/cd/examples/cd_text_amazon.md) - [Text drift detection on IMDB movie reviews](https://docs.seldon.ai/alibi-detect/cd/examples/cd_text_imdb.md) - [Adversarial Detection](https://docs.seldon.ai/alibi-detect/adversarial-detection.md) - [Methods](https://docs.seldon.ai/alibi-detect/adversarial-detection/methods.md) - [Adversarial Auto-Encoder](https://docs.seldon.ai/alibi-detect/adversarial-detection/methods/adversarialae.md) - [Model Distillation](https://docs.seldon.ai/alibi-detect/adversarial-detection/methods/modeldistillation.md) - [Examples](https://docs.seldon.ai/alibi-detect/adversarial-detection/examples.md) - [Adversarial AE detection and correction on CIFAR-10](https://docs.seldon.ai/alibi-detect/adversarial-detection/examples/ad_ae_cifar10.md) - [Deployment](https://docs.seldon.ai/alibi-detect/alibi_detect_deploy.md) - [Datasets](https://docs.seldon.ai/alibi-detect/overview.md) - [Models](https://docs.seldon.ai/alibi-detect/overview-1.md) - [Bibliography](https://docs.seldon.ai/alibi-detect/bibliography.md) - [alibi\_detect.ad](https://docs.seldon.ai/alibi-detect/api-reference/ad.md) - [alibi\_detect.ad.adversarialae](https://docs.seldon.ai/alibi-detect/api-reference/ad/adversarialae.md) - [alibi\_detect.ad.model\_distillation](https://docs.seldon.ai/alibi-detect/api-reference/ad/model_distillation.md) - [alibi\_detect.base](https://docs.seldon.ai/alibi-detect/api-reference/base.md) - [alibi\_detect.cd](https://docs.seldon.ai/alibi-detect/api-reference/cd.md) - [alibi\_detect.cd.base](https://docs.seldon.ai/alibi-detect/api-reference/cd/base.md) - [alibi\_detect.cd.base\_online](https://docs.seldon.ai/alibi-detect/api-reference/cd/base_online.md) - [alibi\_detect.cd.chisquare](https://docs.seldon.ai/alibi-detect/api-reference/cd/chisquare.md) - [alibi\_detect.cd.classifier](https://docs.seldon.ai/alibi-detect/api-reference/cd/classifier.md) - [alibi\_detect.cd.context\_aware](https://docs.seldon.ai/alibi-detect/api-reference/cd/context_aware.md) - [alibi\_detect.cd.cvm](https://docs.seldon.ai/alibi-detect/api-reference/cd/cvm.md) - [alibi\_detect.cd.cvm\_online](https://docs.seldon.ai/alibi-detect/api-reference/cd/cvm_online.md) - [alibi\_detect.cd.fet](https://docs.seldon.ai/alibi-detect/api-reference/cd/fet.md) - [alibi\_detect.cd.fet\_online](https://docs.seldon.ai/alibi-detect/api-reference/cd/fet_online.md) - [alibi\_detect.cd.keops](https://docs.seldon.ai/alibi-detect/api-reference/cd/keops.md) - [alibi\_detect.cd.keops.learned\_kernel](https://docs.seldon.ai/alibi-detect/api-reference/cd/keops/learned_kernel.md) - [alibi\_detect.cd.keops.mmd](https://docs.seldon.ai/alibi-detect/api-reference/cd/keops/mmd.md) - [alibi\_detect.cd.ks](https://docs.seldon.ai/alibi-detect/api-reference/cd/ks.md) - [alibi\_detect.cd.learned\_kernel](https://docs.seldon.ai/alibi-detect/api-reference/cd/learned_kernel.md) - [alibi\_detect.cd.lsdd](https://docs.seldon.ai/alibi-detect/api-reference/cd/lsdd.md) - [alibi\_detect.cd.lsdd\_online](https://docs.seldon.ai/alibi-detect/api-reference/cd/lsdd_online.md) - [alibi\_detect.cd.mmd](https://docs.seldon.ai/alibi-detect/api-reference/cd/mmd.md) - [alibi\_detect.cd.mmd\_online](https://docs.seldon.ai/alibi-detect/api-reference/cd/mmd_online.md) - [alibi\_detect.cd.model\_uncertainty](https://docs.seldon.ai/alibi-detect/api-reference/cd/model_uncertainty.md) - [alibi\_detect.cd.preprocess](https://docs.seldon.ai/alibi-detect/api-reference/cd/preprocess.md) - [alibi\_detect.cd.pytorch](https://docs.seldon.ai/alibi-detect/api-reference/cd/pytorch.md) - [alibi\_detect.cd.pytorch.classifier](https://docs.seldon.ai/alibi-detect/api-reference/cd/pytorch/classifier.md) - [alibi\_detect.cd.pytorch.context\_aware](https://docs.seldon.ai/alibi-detect/api-reference/cd/pytorch/context_aware.md) - [alibi\_detect.cd.pytorch.learned\_kernel](https://docs.seldon.ai/alibi-detect/api-reference/cd/pytorch/learned_kernel.md) - [alibi\_detect.cd.pytorch.lsdd](https://docs.seldon.ai/alibi-detect/api-reference/cd/pytorch/lsdd.md) - [alibi\_detect.cd.pytorch.lsdd\_online](https://docs.seldon.ai/alibi-detect/api-reference/cd/pytorch/lsdd_online.md) - [alibi\_detect.cd.pytorch.mmd](https://docs.seldon.ai/alibi-detect/api-reference/cd/pytorch/mmd.md) - [alibi\_detect.cd.pytorch.mmd\_online](https://docs.seldon.ai/alibi-detect/api-reference/cd/pytorch/mmd_online.md) - [alibi\_detect.cd.pytorch.preprocess](https://docs.seldon.ai/alibi-detect/api-reference/cd/pytorch/preprocess.md) - [alibi\_detect.cd.pytorch.spot\_the\_diff](https://docs.seldon.ai/alibi-detect/api-reference/cd/pytorch/spot_the_diff.md) - [alibi\_detect.cd.pytorch.utils](https://docs.seldon.ai/alibi-detect/api-reference/cd/pytorch/utils.md) - [alibi\_detect.cd.sklearn](https://docs.seldon.ai/alibi-detect/api-reference/cd/sklearn.md) - [alibi\_detect.cd.sklearn.classifier](https://docs.seldon.ai/alibi-detect/api-reference/cd/sklearn/classifier.md) - [alibi\_detect.cd.spot\_the\_diff](https://docs.seldon.ai/alibi-detect/api-reference/cd/spot_the_diff.md) - [alibi\_detect.cd.tabular](https://docs.seldon.ai/alibi-detect/api-reference/cd/tabular.md) - [alibi\_detect.cd.tensorflow](https://docs.seldon.ai/alibi-detect/api-reference/cd/tensorflow.md) - [alibi\_detect.cd.tensorflow.classifier](https://docs.seldon.ai/alibi-detect/api-reference/cd/tensorflow/classifier.md) - [alibi\_detect.cd.tensorflow.context\_aware](https://docs.seldon.ai/alibi-detect/api-reference/cd/tensorflow/context_aware.md) - [alibi\_detect.cd.tensorflow.learned\_kernel](https://docs.seldon.ai/alibi-detect/api-reference/cd/tensorflow/learned_kernel.md) - [alibi\_detect.cd.tensorflow.lsdd](https://docs.seldon.ai/alibi-detect/api-reference/cd/tensorflow/lsdd.md) - [alibi\_detect.cd.tensorflow.lsdd\_online](https://docs.seldon.ai/alibi-detect/api-reference/cd/tensorflow/lsdd_online.md) - [alibi\_detect.cd.tensorflow.mmd](https://docs.seldon.ai/alibi-detect/api-reference/cd/tensorflow/mmd.md) - [alibi\_detect.cd.tensorflow.mmd\_online](https://docs.seldon.ai/alibi-detect/api-reference/cd/tensorflow/mmd_online.md) - [alibi\_detect.cd.tensorflow.preprocess](https://docs.seldon.ai/alibi-detect/api-reference/cd/tensorflow/preprocess.md) - [alibi\_detect.cd.tensorflow.spot\_the\_diff](https://docs.seldon.ai/alibi-detect/api-reference/cd/tensorflow/spot_the_diff.md) - [alibi\_detect.cd.tensorflow.utils](https://docs.seldon.ai/alibi-detect/api-reference/cd/tensorflow/utils.md) - [alibi\_detect.cd.utils](https://docs.seldon.ai/alibi-detect/api-reference/cd/utils.md) - [alibi\_detect.datasets](https://docs.seldon.ai/alibi-detect/api-reference/datasets.md) - [alibi\_detect.exceptions](https://docs.seldon.ai/alibi-detect/api-reference/exceptions.md) - [alibi\_detect.models](https://docs.seldon.ai/alibi-detect/api-reference/models.md) - [alibi\_detect.models.pytorch](https://docs.seldon.ai/alibi-detect/api-reference/models/pytorch.md) - [alibi\_detect.models.pytorch.embedding](https://docs.seldon.ai/alibi-detect/api-reference/models/pytorch/embedding.md) - [alibi\_detect.models.pytorch.gmm](https://docs.seldon.ai/alibi-detect/api-reference/models/pytorch/gmm.md) - [alibi\_detect.models.pytorch.trainer](https://docs.seldon.ai/alibi-detect/api-reference/models/pytorch/trainer.md) - [alibi\_detect.models.tensorflow](https://docs.seldon.ai/alibi-detect/api-reference/models/tensorflow.md) - [alibi\_detect.models.tensorflow.autoencoder](https://docs.seldon.ai/alibi-detect/api-reference/models/tensorflow/autoencoder.md) - [alibi\_detect.models.tensorflow.embedding](https://docs.seldon.ai/alibi-detect/api-reference/models/tensorflow/embedding.md) - [alibi\_detect.models.tensorflow.gmm](https://docs.seldon.ai/alibi-detect/api-reference/models/tensorflow/gmm.md) - [alibi\_detect.models.tensorflow.losses](https://docs.seldon.ai/alibi-detect/api-reference/models/tensorflow/losses.md) - [alibi\_detect.models.tensorflow.pixelcnn](https://docs.seldon.ai/alibi-detect/api-reference/models/tensorflow/pixelcnn.md) - [alibi\_detect.models.tensorflow.resnet](https://docs.seldon.ai/alibi-detect/api-reference/models/tensorflow/resnet.md) - [alibi\_detect.models.tensorflow.trainer](https://docs.seldon.ai/alibi-detect/api-reference/models/tensorflow/trainer.md) - [alibi\_detect.od](https://docs.seldon.ai/alibi-detect/api-reference/od.md) - [alibi\_detect.od.ae](https://docs.seldon.ai/alibi-detect/api-reference/od/ae.md) - [alibi\_detect.od.aegmm](https://docs.seldon.ai/alibi-detect/api-reference/od/aegmm.md) - [alibi\_detect.od.base](https://docs.seldon.ai/alibi-detect/api-reference/od/base.md) - [alibi\_detect.od.isolationforest](https://docs.seldon.ai/alibi-detect/api-reference/od/isolationforest.md) - [alibi\_detect.od.llr](https://docs.seldon.ai/alibi-detect/api-reference/od/llr.md) - [alibi\_detect.od.mahalanobis](https://docs.seldon.ai/alibi-detect/api-reference/od/mahalanobis.md) - [alibi\_detect.od.prophet](https://docs.seldon.ai/alibi-detect/api-reference/od/prophet.md) - [alibi\_detect.od.seq2seq](https://docs.seldon.ai/alibi-detect/api-reference/od/seq2seq.md) - [alibi\_detect.od.sr](https://docs.seldon.ai/alibi-detect/api-reference/od/sr.md) - [alibi\_detect.od.vae](https://docs.seldon.ai/alibi-detect/api-reference/od/vae.md) - [alibi\_detect.od.vaegmm](https://docs.seldon.ai/alibi-detect/api-reference/od/vaegmm.md) - [alibi\_detect.saving](https://docs.seldon.ai/alibi-detect/api-reference/saving.md) - [alibi\_detect.saving.loading](https://docs.seldon.ai/alibi-detect/api-reference/saving/loading.md) - [alibi\_detect.saving.registry](https://docs.seldon.ai/alibi-detect/api-reference/saving/registry.md) - [alibi\_detect.saving.saving](https://docs.seldon.ai/alibi-detect/api-reference/saving/saving.md) - [alibi\_detect.saving.schemas](https://docs.seldon.ai/alibi-detect/api-reference/saving/schemas.md) - [alibi\_detect.saving.validate](https://docs.seldon.ai/alibi-detect/api-reference/saving/validate.md) - [alibi\_detect.saving.validators](https://docs.seldon.ai/alibi-detect/api-reference/saving/validators.md) - [alibi\_detect.utils](https://docs.seldon.ai/alibi-detect/api-reference/utils.md) - [alibi\_detect.utils.data](https://docs.seldon.ai/alibi-detect/api-reference/utils/data.md) - [alibi\_detect.utils.discretizer](https://docs.seldon.ai/alibi-detect/api-reference/utils/discretizer.md) - [alibi\_detect.utils.distance](https://docs.seldon.ai/alibi-detect/api-reference/utils/distance.md) - [alibi\_detect.utils.fetching](https://docs.seldon.ai/alibi-detect/api-reference/utils/fetching.md) - [alibi\_detect.utils.fetching.fetching](https://docs.seldon.ai/alibi-detect/api-reference/utils/fetching/fetching.md) - [alibi\_detect.utils.frameworks](https://docs.seldon.ai/alibi-detect/api-reference/utils/frameworks.md) - [alibi\_detect.utils.keops](https://docs.seldon.ai/alibi-detect/api-reference/utils/keops.md) - [alibi\_detect.utils.keops.kernels](https://docs.seldon.ai/alibi-detect/api-reference/utils/keops/kernels.md) - [alibi\_detect.utils.mapping](https://docs.seldon.ai/alibi-detect/api-reference/utils/mapping.md) - [alibi\_detect.utils.metrics](https://docs.seldon.ai/alibi-detect/api-reference/utils/metrics.md) - [alibi\_detect.utils.misc](https://docs.seldon.ai/alibi-detect/api-reference/utils/misc.md) - [alibi\_detect.utils.missing\_optional\_dependency](https://docs.seldon.ai/alibi-detect/api-reference/utils/missing_optional_dependency.md) - [alibi\_detect.utils.perturbation](https://docs.seldon.ai/alibi-detect/api-reference/utils/perturbation.md) - [alibi\_detect.utils.prediction](https://docs.seldon.ai/alibi-detect/api-reference/utils/prediction.md) - [alibi\_detect.utils.pydantic\_v1](https://docs.seldon.ai/alibi-detect/api-reference/utils/pydantic_v1.md) - [alibi\_detect.utils.pydantic\_v1.fields](https://docs.seldon.ai/alibi-detect/api-reference/utils/pydantic_v1/fields.md) - [alibi\_detect.utils.pytorch](https://docs.seldon.ai/alibi-detect/api-reference/utils/pytorch.md) - [alibi\_detect.utils.pytorch.data](https://docs.seldon.ai/alibi-detect/api-reference/utils/pytorch/data.md) - [alibi\_detect.utils.pytorch.distance](https://docs.seldon.ai/alibi-detect/api-reference/utils/pytorch/distance.md) - [alibi\_detect.utils.pytorch.kernels](https://docs.seldon.ai/alibi-detect/api-reference/utils/pytorch/kernels.md) - [alibi\_detect.utils.pytorch.losses](https://docs.seldon.ai/alibi-detect/api-reference/utils/pytorch/losses.md) - [alibi\_detect.utils.pytorch.misc](https://docs.seldon.ai/alibi-detect/api-reference/utils/pytorch/misc.md) - [alibi\_detect.utils.pytorch.prediction](https://docs.seldon.ai/alibi-detect/api-reference/utils/pytorch/prediction.md) - [alibi\_detect.utils.sampling](https://docs.seldon.ai/alibi-detect/api-reference/utils/sampling.md) - [alibi\_detect.utils.saving](https://docs.seldon.ai/alibi-detect/api-reference/utils/saving.md) - [alibi\_detect.utils.saving.saving](https://docs.seldon.ai/alibi-detect/api-reference/utils/saving/saving.md) - [alibi\_detect.utils.state](https://docs.seldon.ai/alibi-detect/api-reference/utils/state.md) - [alibi\_detect.utils.state.state](https://docs.seldon.ai/alibi-detect/api-reference/utils/state/state.md) - [alibi\_detect.utils.statstest](https://docs.seldon.ai/alibi-detect/api-reference/utils/statstest.md) - [alibi\_detect.utils.tensorflow](https://docs.seldon.ai/alibi-detect/api-reference/utils/tensorflow.md) - [alibi\_detect.utils.tensorflow.data](https://docs.seldon.ai/alibi-detect/api-reference/utils/tensorflow/data.md) - [alibi\_detect.utils.tensorflow.distance](https://docs.seldon.ai/alibi-detect/api-reference/utils/tensorflow/distance.md) - [alibi\_detect.utils.tensorflow.kernels](https://docs.seldon.ai/alibi-detect/api-reference/utils/tensorflow/kernels.md) - [alibi\_detect.utils.tensorflow.misc](https://docs.seldon.ai/alibi-detect/api-reference/utils/tensorflow/misc.md) - [alibi\_detect.utils.tensorflow.perturbation](https://docs.seldon.ai/alibi-detect/api-reference/utils/tensorflow/perturbation.md) - [alibi\_detect.utils.tensorflow.prediction](https://docs.seldon.ai/alibi-detect/api-reference/utils/tensorflow/prediction.md) - [alibi\_detect.utils.url](https://docs.seldon.ai/alibi-detect/api-reference/utils/url.md) - [alibi\_detect.utils.visualize](https://docs.seldon.ai/alibi-detect/api-reference/utils/visualize.md) - [alibi\_detect.utils.warnings](https://docs.seldon.ai/alibi-detect/api-reference/utils/warnings.md) - [alibi\_detect.version](https://docs.seldon.ai/alibi-detect/api-reference/version.md)