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A toolkit for machine learning from time series

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### 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...

documentation
good first issue
clustering

### Describe the feature or idea you want to propose Its time to tidy up the convolutional transformers, will collate all issues here and make tasks for smaller PRs. Replaces...

enhancement
transformations

### Describe the issue See https://github.com/aeon-toolkit/aeon/actions/runs/9676429469/job/26695950355 ### Suggest a potential alternative/fix Appears to be related to TDE `fit_predict`. ### Additional context _No response_

bug
classification

- [ ] Remove SplitTimeSeries #1613 - [ ] Remove PandasAdaptor #1614 - [ ] Move compose to _legacy #1679 - [ ] Remove `BaseDeepNetwork` - [ ] Remove MiniRocket...

enhancement
deprecation

### Describe the issue linked to the documentation We mostly do not document the errors raised and the reasons for them. It would be good to do so. This should...

documentation
good first issue

### Describe the feature or idea you want to propose following #1776 ### Describe your proposed solution other classifiers need this update as well, like feature based for example Also...

enhancement
classification
testing

### Describe the issue I was using sktime for Arsenal but because of the split - the reasons stated by Tony in [this](https://github.com/aeon-toolkit/aeon/issues/456) issue - and because of wanting to...

bug
classification
multithreading

part of #1699 makes MiniRocket capable of unequal length and deprecates the MiniRocketMultivariateVariable class. This will be rolled out to the other convolution based transformers, also giving associated estimators capability:unequal_length:...

enhancement
transformations
codecov actions

### Describe the issue CI will keep breaking even after getting new MAC setup as tensorflow is still not supported on python 3,12 and is giving many issues in the...

deep learning

### Describe the issue The `test_random_state_deep_learning_clr` may need some refinement on the test params to make the test faster, especially as it is giving timeout when removing numba in CI...

clustering
testing
deep learning