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Take advantage of KATS outlier detection #36

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paulf81 opened this issue Oct 24, 2022 · 1 comment
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Take advantage of KATS outlier detection #36

paulf81 opened this issue Oct 24, 2022 · 1 comment
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enhancement An improvement of an existing feature

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@paulf81
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paulf81 commented Oct 24, 2022

Description

The KATS (Kits to Analyze Time Series) (https://facebookresearch.github.io/Kats/) has some functionality for outlier detection that could be applied in our filtering steps without much trouble. Not urgent but wanted to put a pin in the idea we might see if using something like OutlierDetector described here:

https://github.com/facebookresearch/Kats/blob/main/tutorials/kats_202_detection.ipynb

Couldn't be a useful thing to do someday

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@paulf81 paulf81 added the enhancement An improvement of an existing feature label Oct 24, 2022
@misi9170 misi9170 mentioned this issue Aug 10, 2023
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paulf81 commented Dec 12, 2023

Closing in favor of #106

@paulf81 paulf81 closed this as completed Dec 12, 2023
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