Tony Bagnall

[ENH] Fix error messages in BaseClassifier

2

size mismatch error messages were incorrect

### Describe the issue linked to the documentation it may just be me, but looking around our docs for examples on how to use aeon with sklearn cross validation etc,...

### Describe the feature or idea you want to propose just writing some data to file and will note anything here that could be better ### Describe your proposed solution...

[ENH] Smoothing filters as BaseSeriesTransformers

2

### Describe the feature or idea you want to propose A while back (five years?) we compared different smoothing algorithms for time series classification. https://link.springer.com/chapter/10.1007/978-3-030-29859-3_5 Now, we found it did...

[ENH] Tidy up unequal length collection transformers

4

fixes #1156 We have three transformers to make unequal length series equal length. One pads, one truncates and one stretches. This PR renames them Truncator, Padder and Resizer, makes the...

[ENH] n_jobs/_n_jobs, parameter in classifiers

1

### Describe the feature or idea you want to propose so currently many sub classes of BaseClassifier have n_jobs as a constructor parameter, declared in onstructor and all have cut...

[ENH] Deep learning networks coverage

2

### Describe the feature or idea you want to propose following dev discussion about codecov, looking at lack of testing coverage for networks. I think its because it lacks tests...

[ENH] Saving models when testing deep learning estimators

1

### Describe the feature or idea you want to propose as I understand it, deep learning estimators save a model by default, as is standard practice in the field. This...

[DOC] Add examples for QuerySearch in SimilaritySearch

1

### Describe the issue linked to the documentation just having a play with similarity search, some examples in the docstring would be helpful. ### Suggest a potential alternative/fix _No response_

### Describe the issue linked to the documentation the notebook https://www.aeon-toolkit.org/en/stable/examples/clustering/partitional_clustering.html does not list all the distances we now have and could be usefully updated (examples/clustering/partitional_clustering.ipynb ### Suggest a potential...