Index

A

AE_MLP2 (class in TSB_UAD.models.AE)

B

bin_edges_ (TSB_UAD.models.hbos.HBOS attribute)

C

cnn (class in TSB_UAD.models.cnn) coef_ (TSB_UAD.models.ocsvm.OCSVM attribute)

components_ (TSB_UAD.models.pca.PCA attribute) convert() (TSB_UAD.models.feature.Window method)

D

DAMP (class in TSB_UAD.models.damp) decision_function() (TSB_UAD.models.cnn.cnn method) (TSB_UAD.models.hbos.HBOS method) (TSB_UAD.models.iforest.IForest method) (TSB_UAD.models.lof.LOF method) (TSB_UAD.models.lstm.lstm method) (TSB_UAD.models.ocsvm.OCSVM method) (TSB_UAD.models.pca.PCA method) (TSB_UAD.models.poly.POLY method) decision_scores_ (TSB_UAD.models.AE.AE_MLP2 attribute) (TSB_UAD.models.cnn.cnn attribute) (TSB_UAD.models.damp.DAMP attribute) (TSB_UAD.models.hbos.HBOS attribute) (TSB_UAD.models.iforest.IForest attribute) (TSB_UAD.models.lof.LOF attribute) (TSB_UAD.models.lstm.lstm attribute) (TSB_UAD.models.matrix_profile.MatrixProfile attribute) (TSB_UAD.models.ocsvm.OCSVM attribute) (TSB_UAD.models.pca.PCA attribute) (TSB_UAD.models.poly.POLY attribute) (TSB_UAD.models.sand.SAND attribute)

dual_coef_ (TSB_UAD.models.ocsvm.OCSVM attribute)

E

estimators_ (TSB_UAD.models.iforest.IForest attribute) (TSB_UAD.models.poly.POLY attribute)

estimators_samples_ (TSB_UAD.models.iforest.IForest attribute) explained_variance_ (TSB_UAD.models.pca.PCA attribute) explained_variance_ratio_ (TSB_UAD.models.pca.PCA attribute)

F

fit() (TSB_UAD.models.AE.AE_MLP2 method) (TSB_UAD.models.cnn.cnn method) (TSB_UAD.models.damp.DAMP method) (TSB_UAD.models.hbos.HBOS method) (TSB_UAD.models.iforest.IForest method) (TSB_UAD.models.lof.LOF method) (TSB_UAD.models.lstm.lstm method) (TSB_UAD.models.matrix_profile.MatrixProfile method) (TSB_UAD.models.ocsvm.OCSVM method) (TSB_UAD.models.pca.PCA method) (TSB_UAD.models.poly.POLY method) (TSB_UAD.models.sand.SAND method)

G

get_metrics (class in TSB_UAD.vus.metrics)

H

HBOS (class in TSB_UAD.models.hbos)

hist_ (TSB_UAD.models.hbos.HBOS attribute)

I

IForest (class in TSB_UAD.models.iforest)

intercept_ (TSB_UAD.models.ocsvm.OCSVM attribute)

L

labels_ (TSB_UAD.models.hbos.HBOS attribute) (TSB_UAD.models.iforest.IForest attribute) (TSB_UAD.models.lof.LOF attribute) (TSB_UAD.models.ocsvm.OCSVM attribute) (TSB_UAD.models.pca.PCA attribute) (TSB_UAD.models.poly.POLY attribute)

LOF (class in TSB_UAD.models.lof) lstm (class in TSB_UAD.models.lstm)

M

MatrixProfile (class in TSB_UAD.models.matrix_profile)

max_samples_ (TSB_UAD.models.iforest.IForest attribute) mean_ (TSB_UAD.models.pca.PCA attribute)

N

n_components_ (TSB_UAD.models.pca.PCA attribute)

noise_variance_ (TSB_UAD.models.pca.PCA attribute)

O

OCSVM (class in TSB_UAD.models.ocsvm)

P

PCA (class in TSB_UAD.models.pca)

POLY (class in TSB_UAD.models.poly) predict_proba() (TSB_UAD.models.poly.POLY method)

S

SAND (class in TSB_UAD.models.sand) singular_values_ (TSB_UAD.models.pca.PCA attribute)

support_ (TSB_UAD.models.ocsvm.OCSVM attribute) support_vectors_ (TSB_UAD.models.ocsvm.OCSVM attribute)

T

threshold_ (TSB_UAD.models.hbos.HBOS attribute) (TSB_UAD.models.iforest.IForest attribute) (TSB_UAD.models.lof.LOF attribute) (TSB_UAD.models.ocsvm.OCSVM attribute) (TSB_UAD.models.pca.PCA attribute) (TSB_UAD.models.poly.POLY attribute)

W

Window (class in TSB_UAD.models.feature)