aeon

aeon copied to clipboard

[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...

MatthewMiddlehurst

[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...

MatthewMiddlehurst

[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...

MatthewMiddlehurst

[ENH] Adding LITEMVTime deep learning classifier and rgeressor for multivariate time series

1

Recently LITE was adapted to multivariate data, LITE works with multivariate but LITEMV is specific for multivariate (so using it on unvariate makes no sense)

hadifawaz1999

### Describe the feature or idea you want to propose Tracking differentiator-based multiview dilated characteristics (TD-MVDC) is a new feature-based TSC algorithm. The introduction of a tracking differentiator combined with...

CCHe64

[ENH] Implement range-based precision and recall within aeon (replacing prts package)

3

### Describe the feature or idea you want to propose The package [`prts`](https://github.com/compml/prts) is used in the performance evaluation module for anomaly detection as a soft-dependency. However, there have not...

SebastianSchmidl

[ENH] Implement Proximity Forest 2.0 classifier using aeon distances

4

#### Reference Issues/PRs Closes: #428 Incorporates changes suggested in #1874 (maybe we can close PR #1876) #### What does this implement/fix? Explain your changes. 1. Created a private distance file...

itsdivya1309

[ENH] Write Deep Learning Based Clusterer IPython Notebook Examples

1

### Describe the issue A lot of new deep clusterers are/will-be added to the `aeon.clustering` module as GSoC Project. Implement deep-clustering notebooks for the same. Edit: Dependent on the GSoC...

aadya940

### Describe the feature or idea you want to propose as @MatthewMiddlehurst pointed out at the time, (I didnt notice), there is duplication of functionality in these two collection transformers....

TonyBagnall

[DOC] Add examples for main modules on front page

1

### Describe the issue linked to the documentation Currently front page on github has examples for just classification and clustering, and https://www.aeon-toolkit.org/en/stable/getting_started.html does not show all modules. Good to add...

TonyBagnall