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[ENH] Add DL anomaly detection algorithms: Torsk #1636

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@SebastianSchmidl

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@SebastianSchmidl

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Torsk can be used in an unsupervised way and, thus, is a good example TSAD algorithm to include in aeon. Reference: http://arxiv.org/abs/1909.01709

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    API designAPI design & software architectureanomaly detectionAnomaly detection packagedeep learningDeep learning relatedenhancementNew feature, improvement request or other non-bug code enhancementimplementing algorithmsImplementing new algorithms/estimators

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