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show_anomalies for multivariate #2114

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SaltedfishLZX opened this issue Dec 10, 2023 · 1 comment · May be fixed by #2544
Open

show_anomalies for multivariate #2114

SaltedfishLZX opened this issue Dec 10, 2023 · 1 comment · May be fixed by #2544
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feature request Use this label to request a new feature pr_welcome Open to be worked on

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@SaltedfishLZX
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Hi, I've experimented with the anomaly detection example, and it has proven to be exceptionally helpful in saving me a significant amount of time while establishing the anomaly detection test. I do have a question:

I am currently engaged in multivariate forecasting and wish to conduct anomaly detection on individual components. To achieve this, I have employed component_wise=True for the scorer, and it has been effective. However, when attempting to utilize show_anomalies (which gives visually appealing result figures), all the results are put into a single figure, making it challenging to discern individual results. I have been unable to identify a method to plot each variable separately. Could you provide guidance on this matter?Thanks!

@madtoinou madtoinou added the feature request Use this label to request a new feature label Dec 11, 2023
@madtoinou
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Hi @SaltedfishLZX,

This feature is not yet implemented, I added it to the roadmap.

If you have time and would like to contribute to Darts, feel free to tackle it ! :)

@madtoinou madtoinou added the pr_welcome Open to be worked on label Sep 24, 2024
@cnhwl cnhwl linked a pull request Sep 27, 2024 that will close this issue
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Labels
feature request Use this label to request a new feature pr_welcome Open to be worked on
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