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Refactor/anomaly detection api#1477

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dennisbader merged 106 commits intomasterunit8co/darts:masterfrom refactor/anomaly_detection_APIunit8co/darts:refactor/anomaly_detection_APICopy head branch name to clipboardMay 10, 2024

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Commits

Commits on Jan 10, 2023

• Small fix in utils.py

  julien12234

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• Factorize tests

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• Correct format

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Commits on Jan 11, 2023

• Dataset taxiNY

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• jupyter notebook addition, XX-anomaly-detection.ipynb

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• relocated XX-anomaly-detection.ipynb

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Commits on Jan 14, 2023

• Merge branch 'master' into refactor/anomaly_detection_API

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Commits on Jan 17, 2023

• Fix NormScorer proba input, and show_anomaly function

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• Fix NormScorer proba input, and show_anomaly function

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Commits on Jan 24, 2023

• Merge branch 'master' into refactor/anomaly_detection_API

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Commits on Jan 25, 2023

• Refactor window of Wasserstein, Kmeans and PyOD Scorers

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• Refactor test

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• Merge branch 'refactor/anomaly_detection_API' of https://github.com/unit8co/darts into refactor/anomaly_detection_API

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Commits on Jan 26, 2023

• Added anomaly display cell and comments (#1493)

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Commits on Feb 9, 2023

• Merge branch 'master' into example/anomaly_detection_example

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Commits on Feb 27, 2023

• Merge branch 'master' into example/anomaly_detection_example

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• Added images, and Julien's recommendation

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Commits on Feb 28, 2023

• Added parameter window_transform, git statusChange the default windowing methodgit status

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Commits on Mar 12, 2023

• Merge branch 'master' into refactor/anomaly_detection_API

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• fix: solve error due to merge conflict and apply linting

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Commits on Apr 4, 2023

• round of Julien_H's comment

  

  Julien Sven Adda

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• with images

  

  Julien Sven Adda

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Commits on Apr 6, 2023

• states to values

  

  Julien Sven Adda

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Commits on Aug 7, 2023

• Merge branch 'master' into refactor/anomaly_detection_API

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Commits on Nov 27, 2023

• Committing old local changes

  piaz97

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• Small fix

  piaz97

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Commits on Dec 14, 2023

• fix: reduced code redundancy between the two detectors, renamed the method eval_accuracy to eval_metric

  madtoinou

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Commits on Dec 19, 2023

• refactor: simplified class hierarchy, added a bit of type hinting, fixed bug in predict

  madtoinou

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• feat: migrated tests from unittest to pytest framework for the aggregators

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• feat: parametrized tests to reduce code repetition

  madtoinou

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• fix: added docstring, increased test granularity

  madtoinou

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• fix: bug in fittableaggreg predict sanity check

  madtoinou

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• refactor: renamed eval_accuracy to eval_metric, removed NonFittableScorer class

  madtoinou

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• fix: changed tests after eval_accuracy function name change

  madtoinou

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• refactor: changed scorers tests from unittest to pytest framework

  madtoinou

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• fix: all non fittable anomaly scorer are tested

  madtoinou

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• refactor: renamed eval_accuracy eval_metric

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• refactor: changed framework from unittest to pytest

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Commits on Dec 21, 2023

• fix: typo

  madtoinou

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• refactor: changed test framework from unittest to pytest

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• refactor: reduced code redundancy by using pytest.mark.parametrize

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• solve conflicts

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Commits on Dec 22, 2023

• refactor: reduced redundant code in kmeans, pyod and wasserstein scorers

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• fix: logging

  madtoinou

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• fix: ad module use series2seq instead of its own util method

  madtoinou

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• refactor: single show_anomalies method across anomaly model classes

  madtoinou

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• fix: modularized scorer training, fixed logging

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• fix: indentation error

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Commits on Dec 28, 2023

• feat: parallelize training of scorers

  madtoinou

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• feat: parallelize scorer score method for component-wise multivariate

  madtoinou

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• feat: parallelize and/or aggregators predict_core method

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Commits on Dec 30, 2023

• feat: simplified aggregation of anomaly scorer, added corresponding tests

  madtoinou

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• Merge branch 'master' into refactor/anomaly_detection_API

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Commits on Jan 17, 2024

• Merge branch 'master' into example/anomaly_detection_example

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Commits on Mar 28, 2024

• Merge branch 'master' into refactor/anomaly_detection_API

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• Apply suggestions from code review

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  madtoinou

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• fix lint

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• update docs init and utils

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• refactor ad utils

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• refactor aggregators

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• refactor aggregators

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Commits on Apr 8, 2024

• Merge branch 'master' into refactor/anomaly_detection_API

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Commits on Apr 9, 2024

• Merge branch 'master' into refactor/anomaly_detection_API

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Commits on Apr 18, 2024

• Merge branch 'master' into reftest

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• Merge branch 'reftest' into refactor/anomaly_detection_API

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• refactor aggregators

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• Merge branch 'reftest' into test_ad_ref3

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• Merge branch 'test_ad_ref3' into refactor/anomaly_detection_API

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Commits on Apr 22, 2024

• refactor detectors

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• refactor module docs

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• refactor anomaly models

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Commits on Apr 23, 2024

• refactor anomaly models

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• refactor scorers

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Commits on Apr 24, 2024

• update diff_fn for scorers

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Commits on Apr 25, 2024

• refactor WindowAnomalyScorer

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Commits on Apr 26, 2024

• refactor tabularization for scorers

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Commits on Apr 30, 2024

• Merge branch 'master' into refactor/anomaly_detection_API

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Commits on May 2, 2024

• improve scorer docs

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• refactor score_from_prediction

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• Merge branch 'master' into refactor/anomaly_detection_API

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• Merge branch 'master' into refactor/anomaly_detection_API

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Commits on May 3, 2024

• use slice_intersect_values in ad evaluation

  dennisbader

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• further code clean up

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• further code clean up

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• make API consistent

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• refactor show anomalies api

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• refactor eval_metric api for anomaly models

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• refactor eval_metric api for anomaly scorers

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• refactor eval_metric api for anomaly detectors

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• refactor eval_metric api for anomaly aggregator

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• enfore GlobalForecastingModel for AnomalyModel

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• update changelog

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Commits on May 6, 2024

• remove prefix in AD API to keep unified and covariates parameter names

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• Merge branch 'master' into refactor/anomaly_detection_API

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• Merge branch 'master' into refactor/anomaly_detection_API

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• apply suggestions from PR review

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• final updates

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• Merge branch 'master' into refactor/anomaly_detection_API

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• improve docs

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Commits on May 7, 2024

• revert changes

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• Merge branch 'master' into example/anomaly_detection_example

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• Merge branch 'example/anomaly_detection_example' into refactor/anomaly_detection_API

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Commits on May 10, 2024

• prepare example notebook

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• Merge branch 'master' into refactor/anomaly_detection_API

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• update changelog

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• add taxi dataset test

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