alibi-detect
v0.2.0
Overview
Getting Started
Algorithm Overview
Roadmap
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
Prophet Outlier Detector
Spectral Residual 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
Time-series outlier detection using Prophet on weather data
Time series outlier detection with Spectral Residuals on synthetic data
Adversarial VAE detection on MNIST
API reference
API reference
alibi_detect package
Subpackages
alibi_detect.ad package
alibi_detect.cd package
alibi_detect.metrics package
alibi_detect.models package
alibi_detect.od package
alibi_detect.utils package
Submodules
alibi-detect
Docs
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alibi_detect package
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alibi_detect.models package
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alibi_detect.models package
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Submodules
¶
alibi_detect.models.autoencoder module
alibi_detect.models.gmm module
alibi_detect.models.losses module
alibi_detect.models.trainer module
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v: v0.2.0
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