autots.evaluator.feature_detector.components package

Submodules

autots.evaluator.feature_detector.components.anomalies module

AnomalyMixin for TimeSeriesFeatureDetector.

class autots.evaluator.feature_detector.components.anomalies.AnomalyMixin

Bases: object

Mixin providing anomaly detection, noise analysis, and regime changepoint detection.

autots.evaluator.feature_detector.components.decomposition module

DecompositionMixin for TimeSeriesFeatureDetector.

class autots.evaluator.feature_detector.components.decomposition.DecompositionMixin

Bases: object

Mixin providing initial decomposition (rough seasonality removal).

autots.evaluator.feature_detector.components.holidays module

HolidayMixin for TimeSeriesFeatureDetector.

class autots.evaluator.feature_detector.components.holidays.HolidayMixin

Bases: object

Mixin providing holiday detection, coefficient solving, and parameter sanitization.

autots.evaluator.feature_detector.components.seasonality module

SeasonalityMixin for TimeSeriesFeatureDetector.

class autots.evaluator.feature_detector.components.seasonality.SeasonalityMixin

Bases: object

Mixin providing seasonality fitting, strength estimation, and changepoint detection.

autots.evaluator.feature_detector.components.trend module

TrendMixin for TimeSeriesFeatureDetector.

class autots.evaluator.feature_detector.components.trend.TrendMixin

Bases: object

Mixin providing trend changepoint detection, level shift detection, and slope computation.

Module contents