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A toolkit for machine learning from time series

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### Describe the issue linked to the documentation In [documentation-build](https://www.aeon-toolkit.org/en/latest/developer_guide/documentation.html#documentation-build) it is stated that : 1. To build the website locally, run: ``` cd docs make html ``` It works,...

documentation

### Describe the feature or idea you want to propose for collection estimators we use the _tags = {"algorithm_type": "distance"} as a taxonomy of algorithms. However we dont test they...

enhancement
classification
regression
testing

### Describe the feature or idea you want to propose the ChannelSelector class evaluates each channel independently and picks the best. It could easily be adapted for regression. ### Describe...

enhancement
transformations

### Describe the bug This is not a bug, but rather an interesting issue with pycatch22. I recently worked with updating aeon's catch22 to the new C version of pycatch22....

transformations

@chrisholder, workflow-cache-dependencies has had no activity for 147 days. This branch will be automatically deleted in 28 days.

stale branch

Updates the requirements on [numpy](https://github.com/numpy/numpy), [pandas](https://github.com/pandas-dev/pandas), [scipy](https://github.com/scipy/scipy), [matplotlib](https://github.com/matplotlib/matplotlib), [keras](https://github.com/keras-team/keras) and [sphinx](https://github.com/sphinx-doc/sphinx) to permit the latest version. Updates `numpy` to 2.0.1 Release notes Sourced from numpy's releases. v2.0.1 NumPy 2.0.1 Release...

maintenance
no changelog
full pytest actions
dependencies

### Describe the feature or idea you want to propose Other modules are increasingly using type hints in the function declaration, the similarity search module should do the same. ###...

documentation
good first issue
similarity search

### Describe the issue Other modules are increasingly using type hints in the function declaration, the shapelet-based tranformation module should do the same. ### Suggest a potential alternative/fix Add type...

documentation
good first issue
transformations

size mismatch error messages were incorrect

enhancement
classification

### 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,...

documentation
good first issue