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LOF implementation for outlier detection using Kmeans #474

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khider merged 3 commits into LinkedEarth:master from Aragath:master

Nov 13, 2023

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Aragath commented Nov 13, 2023 •

edited

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LOF: https://github.com/KnowledgeCaptureAndDiscovery/autoTS/blob/master/notebooks/Methods/Outlier/LOF.ipynb
LOF_test: https://github.com/KnowledgeCaptureAndDiscovery/autoTS/blob/master/notebooks/Methods/Outlier/LOF_test.ipynb

add LOF, n_frac, contamination parameters to detect_outliers_kmeans function
add corresponding outlier parameter tests
updated documentation
test run successfully locally

Aragath and others added 3 commits

November 11, 2023 14:22


          11/11: update test_core_Series, tsutils

15580cb

1. add outlier test t6 (LOF), t7 (n_frac, contamination)
2. modify detect_outliers_kmeans


          11/11: fix error in test_core_Series, tsutils

c2c7291


          Update tsutils.py

6884bc0

khider self-requested a review

November 13, 2023 22:15

khider approved these changes

View reviewed changes

khider merged commit 512c92d into LinkedEarth:master

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khider commented Nov 13, 2023

Thank you for adding this functionality!

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