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[ENH] Add AEAttentionBiGRUClusterer

4

Dependent on the AEAttentionBiGRUNetwork. Some changes will have to be made after AEAttentionBiGRUNetwork is reviewed.

aadya940

[ENH] Add AEBiGRUClusterer

3

Implements a Deep Clusterer using the `AEBiGRUNetwork`. Depends on #1583

aadya940

[ENH] Add AEDCNNNetwork

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Implements the AEDCNNNetwork.

aadya940

[ENH] Implement AEAttentionBiGRUNetwork

15

Implements Attention Bidirectional Gated Recurrent Unit based Auto Encoder .

aadya940

[ENH] Add AEDRNNNetwork

13

Implements Network based on Dilated Recurrent Neural Networks.

aadya940

[ENH] Add DCNNNetwork

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Implement Dilated Convolutional Neural Network based Auto-Encoder.

aadya940

[DOC][REF] K-Shape rename and add references

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#### Reference Issues/PRs Fixes #1595 #### What does this implement/fix? Explain your changes. Replace `TimeSeriesKShapes` with `TimeSeriesKShape` as the original name is K-Shape #### Does your contribution introduce a new...

Cyril-Meyer

[ENH] add type hints to _shapelet_transform.py __init__ method

3

#### Reference Issues/PRs - Part of #1910 - References #1454 #### What does this implement/fix? Explain your changes. - Add type hints to `__init__` method in _shapelet_transform.py #### Does your...

Datadote

See also: #1654 - [x] PyOD adapter for anomaly detection #1586 - [ ] Performance metrics for anomaly detection (PR-AUC or PR-VUS) #1938 - [ ] Examples notebook for anomaly...

MatthewMiddlehurst

[DOC] Anomaly detection getting started notebook

3

### Describe the issue linked to the documentation Aeon is still missing the anomaly detection getting started notebook (linked from the home page): https://www.aeon-toolkit.org/en/stable/examples/anomaly_detection/anomaly_detection.html PR #1932 introduced some general documentation...

SebastianSchmidl