Index

_

_fitted (anomsmith.primitives.BaseEstimator attribute)

A

alignment (anomsmith.objects.WindowSpec attribute), [1] anomsmith module anomsmith.objects module

anomsmith.primitives module anomsmith.workflows module apply_threshold() (in module anomsmith.primitives)

B

backtest_detector() (in module anomsmith) (in module anomsmith.workflows) BaseDetector (class in anomsmith) (class in anomsmith.primitives)

BaseEstimator (class in anomsmith.primitives) BaseObject (class in anomsmith.primitives) BaseScorer (class in anomsmith) (class in anomsmith.primitives)

C

clone() (anomsmith.primitives.BaseObject method)

columns (anomsmith.objects.PanelLike attribute) (anomsmith.PanelLike attribute)

D

detect_anomalies() (in module anomsmith) (in module anomsmith.workflows)

F

fit() (anomsmith.IQRScorer method) (anomsmith.IsolationForestDetector method) (anomsmith.LOFDetector method) (anomsmith.PCADetector method) (anomsmith.primitives.BaseEstimator method) (anomsmith.RobustCovarianceDetector method) (anomsmith.ZScoreScorer method)

G

get_params() (anomsmith.primitives.BaseObject method)

I

index (anomsmith.objects.LabelView attribute), [1] (anomsmith.objects.PanelLike attribute) (anomsmith.objects.ScoreView attribute), [1] (anomsmith.objects.SeriesLike attribute) (anomsmith.PanelLike attribute) (anomsmith.SeriesLike attribute)

IQRScorer (class in anomsmith) is_fitted (anomsmith.primitives.BaseEstimator property) IsolationForestDetector (class in anomsmith)

L

labels (anomsmith.objects.LabelView attribute), [1] LabelView (class in anomsmith.objects)

length (anomsmith.objects.WindowSpec attribute), [1] LOFDetector (class in anomsmith)

M

method (anomsmith.primitives.ThresholdRule attribute), [1] (anomsmith.ThresholdRule attribute), [1] module anomsmith anomsmith.objects anomsmith.primitives anomsmith.workflows

P

PanelLike (class in anomsmith) (class in anomsmith.objects) PanelView (in module anomsmith.objects) PCADetector (class in anomsmith) predict() (anomsmith.BaseDetector method) (anomsmith.IsolationForestDetector method) (anomsmith.LOFDetector method) (anomsmith.PCADetector method) (anomsmith.primitives.BaseDetector method) (anomsmith.RobustCovarianceDetector method)

Q

quantile (anomsmith.primitives.ThresholdRule attribute), [1] (anomsmith.ThresholdRule attribute), [1]

R

report_detection() (in module anomsmith.workflows)

robust_zscore() (in module anomsmith.primitives) RobustCovarianceDetector (class in anomsmith)

S

score() (anomsmith.BaseDetector method) (anomsmith.BaseScorer method) (anomsmith.IQRScorer method) (anomsmith.IsolationForestDetector method) (anomsmith.LOFDetector method) (anomsmith.PCADetector method) (anomsmith.primitives.BaseDetector method) (anomsmith.primitives.BaseScorer method) (anomsmith.RobustCovarianceDetector method) (anomsmith.ZScoreScorer method)

score_anomalies() (in module anomsmith) (in module anomsmith.workflows) scores (anomsmith.objects.ScoreView attribute), [1] ScoreView (class in anomsmith.objects) SeriesLike (class in anomsmith) (class in anomsmith.objects) SeriesView (in module anomsmith.objects) set_params() (anomsmith.primitives.BaseObject method) step (anomsmith.objects.WindowSpec attribute), [1] sweep_thresholds() (in module anomsmith) (in module anomsmith.workflows)

T

tags (anomsmith.primitives.BaseObject property)

ThresholdRule (class in anomsmith) (class in anomsmith.primitives)

V

value (anomsmith.primitives.ThresholdRule attribute), [1] (anomsmith.ThresholdRule attribute), [1]

values (anomsmith.objects.SeriesLike attribute) (anomsmith.SeriesLike attribute)

W

WindowSpec (class in anomsmith.objects)

Z

ZScoreScorer (class in anomsmith)