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feature(anomaly detection): Enable Noise Reduction Step #1622

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aayush-se wants to merge 2 commits into main from anomaly-detection/noise-red

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aayush-se commented Dec 13, 2024

PR is WIP

Enables the noise reduction step for Stumpy
Requires this fork of Stumpy which includes the noise reduction step from "Eliminating Noise in the Matrix Profile" by De Paepe et. al.
Noise reducer is created to select the noise reduction parameter and is injected into the appropriate functions

Notes:

Certain tests will not work until the functionality from the fork are Monkey Patched or the module is included within Seer as they require the noise reduction steps to be included.


          Create noise parameter selector and tests

8796da3

aayush-se requested a review from ram-senth

December 13, 2024 02:23

aayush-se requested a review from a team as a code owner

December 13, 2024 02:23


          update noise parameter calculation

84dc584

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