merlion.models.anomaly.rst

anomaly

merlion.models.anomaly

Base classes

base

Univariate models:

dbl windstats spectral_residual stat_threshold zms

Multivariate <tutorials/anomaly/2_AnomalyMultivariate> models:

isolation_forest random_cut_forest autoencoder dagmm lstm_ed vae deep_point_anomaly_detector

Subpackages

merlion.models.anomaly.forecast_based merlion.models.anomaly.change_point

Base classes

anomaly.base

merlion.models.anomaly.base

Univariate models

anomaly.dbl

merlion.models.anomaly.dbl

anomaly.windstats

merlion.models.anomaly.windstats

anomaly.spectral_residual

merlion.models.anomaly.spectral_residual

anomaly.stat_threshold

merlion.models.anomaly.stat_threshold

anomaly.zms

merlion.models.anomaly.zms

Multivariate models

anomaly.isolation_forest

merlion.models.anomaly.isolation_forest

anomaly.random_cut_forest

merlion.models.anomaly.random_cut_forest

anomaly.autoencoder

merlion.models.anomaly.autoencoder

anomaly.vae

merlion.models.anomaly.vae

anomaly.dagmm

merlion.models.anomaly.dagmm

anomaly.lstm_ed

merlion.models.anomaly.lstm_ed

anomaly.deep_point_anomaly_detector

merlion.models.anomaly.deep_point_anomaly_detector