Matthew Middlehurst

[BUG] HC2 sporadic CI failure

3

### 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_

### Describe the issue We are having CI errors due to the latest `keras` update. See: broken (3.4.0) https://github.com/aeon-toolkit/aeon/actions/runs/9660623120/job/26646621175 fine (3.3.3) https://github.com/aeon-toolkit/aeon/actions/runs/9652301805/job/26622147143 We want to eventually remove this and fix...

[ENH] Timing experiment function

1

todo

[MNT] Similarity search and RDST test failures in CI

2

### Describe the issue Similarity search and RDST are currently causing some errors in CI: https://github.com/aeon-toolkit/aeon/actions/runs/10826946884/job/30039020141 https://github.com/aeon-toolkit/aeon/actions/runs/10863339134/job/30147372111 https://github.com/aeon-toolkit/aeon/actions/runs/10890837654/job/30220422286 https://github.com/aeon-toolkit/aeon/actions/runs/10910622966/job/30281472461 https://github.com/aeon-toolkit/aeon/actions/runs/10918273185/job/30303353216 (other failure here as well) https://github.com/aeon-toolkit/aeon/actions/runs/10918965119/job/30305612433 In case these expire,...

`all_extras` has grown to be very large, and in reality installing all these dependencies is not necessary for most use cases. We should split `all_extras` into package specific dependency groups,...

[MNT] Create workflow to test lower bound versions of dependencies periodically

2

### Describe the issue Our CI will always try to install the latest version it can. We have a lower bound on some dependencies, but theres no guarantee that these...

[ENH] Split `RocketClassifier` and `RocketRegressor` into multiple classes

3

### Describe the feature or idea you want to propose Currently, Rocket, Mini-Rocket and Multi-Rocket are condensed into a single estimator. This is not very consistent with other files we...

[MNT] New distance compatibility tests timeout with numba disabled

2

### Describe the issue See https://github.com/aeon-toolkit/aeon/actions/runs/10445759452/job/28922165687. These tests take too long with numba disabled. We have an extended timeout duration for these tests, but it still reaches it. ### Suggest...

[MNT] Update `ruff` version bound for `pre-commit` checks

2

### Describe the issue Recent versions of `ruff` cause failures on our CI due to a few outdated notebooks See https://github.com/aeon-toolkit/aeon/actions/runs/10445173697/job/28920730227?pr=1986 ### Suggest a potential alternative/fix Fix the issues in...