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anomaly detectionAnomaly detection packageAnomaly detection packageenhancementNew feature, improvement request or other non-bug code enhancementNew feature, improvement request or other non-bug code enhancementimplementing algorithmsImplementing new algorithms/estimatorsImplementing new algorithms/estimators
Description
Describe the feature or idea you want to propose
The Extended Isolation Forest improves upon the Isolation Forest method.
Describe your proposed solution
Implement directly in aeon:
- Paper: https://doi.org/10.1109/TKDE.2019.2947676
- Code: https://github.com/sahandha/eif
- Code (in TimeEval): https://github.com/TimeEval/TimeEval-algorithms/tree/main/eif
However, support semi-supervised as well as unsupervised usage similar to the PyODAdapter
or KMeansAD
Describe alternatives you've considered, if relevant
No response
Additional context
No response
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anomaly detectionAnomaly detection packageAnomaly detection packageenhancementNew feature, improvement request or other non-bug code enhancementNew feature, improvement request or other non-bug code enhancementimplementing algorithmsImplementing new algorithms/estimatorsImplementing new algorithms/estimators