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Feat/show_anomalies for multivariate #2544

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Feat/show_anomalies for multivariate #2544

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e504930
Add new feature to plot each series's component separately
cnhwl Sep 27, 2024
6edf2c4
Merge branch 'master' into feat/show_anomalies-for-multivariate
cnhwl Dec 8, 2024
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2 changes: 2 additions & 0 deletions darts/ad/anomaly_model/anomaly_model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -247,6 +247,7 @@ def show_anomalies(
names_of_scorers: Union[str, Sequence[str]] = None,
title: str = None,
metric: Optional[Literal["AUC_ROC", "AUC_PR"]] = None,
multivariate_plot: bool = False,
**score_kwargs,
):
"""Plot the results of the anomaly model.
Expand Down Expand Up @@ -310,6 +311,7 @@ def show_anomalies(
names_of_scorers=names_of_scorers,
title=title,
metric=metric,
multivariate_plot=multivariate_plot,
)

@property
Expand Down
2 changes: 2 additions & 0 deletions darts/ad/anomaly_model/forecasting_am.py
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Original file line number Diff line number Diff line change
Expand Up @@ -444,6 +444,7 @@ def show_anomalies(
names_of_scorers: Union[str, Sequence[str]] = None,
title: str = None,
metric: Optional[Literal["AUC_ROC", "AUC_PR"]] = None,
multivariate_plot: bool = False,
**score_kwargs,
):
"""Plot the results of the anomaly model.
Expand Down Expand Up @@ -532,6 +533,7 @@ def show_anomalies(
names_of_scorers=names_of_scorers,
title=title,
metric=metric,
multivariate_plot=multivariate_plot,
**score_kwargs,
)

Expand Down
4 changes: 4 additions & 0 deletions darts/ad/scorers/scorers.py
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Expand Up @@ -176,6 +176,7 @@ def show_anomalies_from_prediction(
anomalies: TimeSeries = None,
title: str = None,
metric: Optional[Literal["AUC_ROC", "AUC_PR"]] = None,
multivariate_plot: bool = False,
):
"""Plot the results of the scorer.

Expand Down Expand Up @@ -230,6 +231,7 @@ def show_anomalies_from_prediction(
names_of_scorers=scorer_name,
title=title,
metric=metric,
multivariate_plot=multivariate_plot,
)

@property
Expand Down Expand Up @@ -580,6 +582,7 @@ def show_anomalies(
scorer_name: str = None,
title: str = None,
metric: Optional[Literal["AUC_ROC", "AUC_PR"]] = None,
multivariate_plot: bool = False,
):
"""Plot the results of the scorer.

Expand Down Expand Up @@ -633,6 +636,7 @@ def show_anomalies(
names_of_scorers=scorer_name,
title=title,
metric=metric,
multivariate_plot=multivariate_plot,
)

@property
Expand Down
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