anomaly#

Classes#

AdaptiveIsolationForest

Adaptive Isolation Forest for anomaly detection.

Autoencoder

Autoencoder anomaly detector

HalfSpaceTrees

Half-Space Trees

Loda

Loda: Lightweight on-line detector of anomalies We implement a streaming version of Loda that updates the histograms after every window of instances.

OnlineIsolationForest

Online Isolation Forest

RSHash

RS-Hash: subspace outlier detection in linear time with randomized hashing.

RobustRandomCutForest

Robust Random Cut Forest.

StreamRHF

StreamRHF anomaly detector

StreamingIsolationForest

Streaming Isolation Forest anomaly detector.

IForestASD

iForestASD