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[MNT] Test `ElasticEnsemble` with all distances

3

### Describe the issue The EE classifier does not test with all distances according to the [coverage stats](https://app.codecov.io/gh/aeon-toolkit/aeon/blob/main/aeon%2Fclassification%2Fdistance_based%2F_elastic_ensemble.py#L141). ### Suggest a potential alternative/fix Write a test in `test_elastic_ensemble.py` which ensures...

MatthewMiddlehurst

[MNT] Update `ElasticEnsemble` test to work with all distances

2

#### Reference Issues/PRs Tries to fix #1499 #### What does this implement/fix? Explain your changes. #### Does your contribution introduce a new dependency? If yes, which one? #### Any other...

itsdivya1309

[BUG] load_classification function not working and time-series classification's website down

11

### Describe the bug Hi, I think that the website https://www.timeseriesclassification.com/index.php has been down for a couple of days now. Further, on python, I cannot use the function load_classification (from...

fmorenopino

There are a few issues present in the `BaseClusterer` class IMO: - The `predict` function has a `y` input, this is inconsistent with other collection classes and with `predict_proba` from...

MatthewMiddlehurst

### Describe the feature or idea you want to propose Add a `MockClusterer` to the `testing` module. ### Describe your proposed solution This should be simple in line with the...

MatthewMiddlehurst

### Describe the feature or idea you want to propose Both `classification` and `regression` have dummy estimators based on the `scikit-learn` versions i.e. https://scikit-learn.org/stable/modules/generated/sklearn.dummy.DummyClassifier.html. It would be good if `clustering`...

MatthewMiddlehurst

[DOC] Outline that clusterers cannot be used in a pipeline

1

### Describe the issue linked to the documentation https://www.aeon-toolkit.org/en/stable/api_reference/auto_generated/aeon.pipeline.sklearn_to_aeon.html#sklearn-to-aeon Parameter states that it can be a sklearn clusterer "sklearn compatible estimator can be classifier, regressor, transformer, clusterer" This is invalid,the...

hstarmans

[ENH] BroadcasterTransformer to broadcast a series transformer over a collection

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Currently, BaseTransformers can handle both single series and collections by internally "Vectorize" (i.e. broadcast) across channels and instances depending on the input data. This is legacy code which to me...

TonyBagnall

[DOCS] Add any papers

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will just leave this here for a bit in case anyone has papers to add, will prob wait until after regression and jmlr are confirmed before merging

TonyBagnall

[ENH] Channel selection rocket wrapper

2

#### Reference Issues/PRs resolves #1467 part of project described here https://github.com/aeon-toolkit/aeon/blob/main/docs/mentoring.md #### What does this implement/fix? Explain your changes. very simple wrapper feature selection approach for a channel selection for...

TonyBagnall