alibi-detect
v0.1.0
Overview
Getting Started
Algorithm Overview
Methods
Mahalanobis Outlier Detector
Isolation Forest Outlier Detector
Variational Auto-Encoder Outlier Detector
Variational Auto-Encoding Gaussian Mixture Model Outlier Detector
Auto-Encoding Gaussian Mixture Model Outlier Detector
Variational Auto-Encoder Adversarial Detector
Examples
Mahalanobis outlier detection on KDD Cup ‘99 dataset
Isolation Forest outlier detection on KDD Cup ‘99 dataset
VAE outlier detection on KDD Cup ‘99 dataset
VAE outlier detection on CIFAR10
AEGMM and VAEGMM outlier detection on KDD Cup ‘99 dataset
Adversarial VAE detection on MNIST
API reference
API reference
alibi_detect package
alibi-detect
Docs
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alibi_detect
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alibi_detect
¶
alibi_detect package
Subpackages
alibi_detect.ad package
Submodules
alibi_detect.ad.adversarialvae module
alibi_detect.cd package
alibi_detect.metrics package
Submodules
alibi_detect.metrics.data module
alibi_detect.metrics.utils module
alibi_detect.models package
Submodules
alibi_detect.models.autoencoder module
alibi_detect.models.gmm module
alibi_detect.models.losses module
alibi_detect.models.trainer module
alibi_detect.od package
Submodules
alibi_detect.od.aegmm module
alibi_detect.od.isolationforest module
alibi_detect.od.mahalanobis module
alibi_detect.od.prophet module
alibi_detect.od.vae module
alibi_detect.od.vaegmm module
alibi_detect.utils package
Submodules
alibi_detect.utils.data module
alibi_detect.utils.discretizer module
alibi_detect.utils.distance module
alibi_detect.utils.mapping module
alibi_detect.utils.perturbation module
alibi_detect.utils.saving module
alibi_detect.utils.visualize module
Submodules
alibi_detect.base module
alibi_detect.datasets module
alibi_detect.version module
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v: v0.1.0
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