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StreamAD 0.3.0 documentation
Overview
StreamAD
Examples
Dataset Usage
Univariate detector
Multivariate detector
Calibrator
Ensemble of anomaly scores
Benchmark
Benchmark
Reference
API Reference
StreamAD Detector
StreamAD Utilities
StreamAD Evaluation
StreamAD Process
Paper Reference
Index
_
|
C
|
F
|
G
|
H
|
I
|
K
|
L
|
M
|
N
|
P
|
R
|
S
|
T
|
U
|
X
|
Z
_
__init__() (streamad.evaluate.NumentaAwareMetircs method)
(streamad.evaluate.PointAwareMetircs method)
(streamad.evaluate.SeriesAwareMetircs method)
(streamad.model.HSTreeDetector method)
(streamad.model.KNNDetector method)
(streamad.model.LodaDetector method)
(streamad.model.RrcfDetector method)
(streamad.model.RShashDetector method)
(streamad.model.SpotDetector method)
(streamad.model.SRDetector method)
(streamad.model.xStreamDetector method)
(streamad.model.ZScoreDetector method)
(streamad.process.TDigestCalibrator method)
(streamad.process.ZScoreCalibrator method)
(streamad.util.StreamStatistic method)
C
CustomDS (class in streamad.util)
F
fit_score() (streamad.model.HSTreeDetector method)
(streamad.model.KNNDetector method)
(streamad.model.LodaDetector method)
(streamad.model.RandomDetector method)
(streamad.model.RrcfDetector method)
(streamad.model.RShashDetector method)
(streamad.model.SpotDetector method)
(streamad.model.SRDetector method)
(streamad.model.xStreamDetector method)
(streamad.model.ZScoreDetector method)
G
get_max() (streamad.util.StreamStatistic method)
get_mean() (streamad.util.StreamStatistic method)
get_min() (streamad.util.StreamStatistic method)
get_std() (streamad.util.StreamStatistic method)
get_sum() (streamad.util.StreamStatistic method)
get_var() (streamad.util.StreamStatistic method)
H
HSTreeDetector (class in streamad.model)
I
iter_item() (streamad.util.StreamGenerator method)
K
KNNDetector (class in streamad.model)
L
LodaDetector (class in streamad.model)
M
MultivariateDS (class in streamad.util)
N
NumentaAwareMetircs (class in streamad.evaluate)
P
plot (class in streamad.util)
PointAwareMetircs (class in streamad.evaluate)
R
RandomDetector (class in streamad.model)
RrcfDetector (class in streamad.model)
RShashDetector (class in streamad.model)
S
SeriesAwareMetircs (class in streamad.evaluate)
SpotDetector (class in streamad.model)
SRDetector (class in streamad.model)
StreamGenerator (class in streamad.util)
StreamStatistic (class in streamad.util)
T
TDigestCalibrator (class in streamad.process)
U
UnivariateDS (class in streamad.util)
update() (streamad.util.StreamStatistic method)
X
xStreamDetector (class in streamad.model)
Z
ZScoreCalibrator (class in streamad.process)
ZScoreDetector (class in streamad.model)
