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[ENH] Type hints for primitives and string arguments

6

### Describe the feature or idea you want to propose we would like to increase the use of type hints, and a good first issue is to add them for...

TonyBagnall

### Describe the feature or idea you want to propose currently fit_predict makes estimates on train data by default through cross validation. It hard codes the number of folds to...

TonyBagnall

[DEP] Deprecate the ACF and PACF BaseTransformer wrappers

1

as part of #1446, replacing these thin wrappers with BaseSeriesTransformer wrappers, and we also provide our own cut down ACF function (with PACF to follow) through deprecation Two things to...

TonyBagnall

[DEP] Deprecate simple wrapper transformers

1

deprecate transformers we dont want to keep Removes - TimeBinning: not used anywhere, not covered by tests - IndexSubset and ColumnSelect: simple operations - CosineTransformer: one line scikit wrapper -...

TonyBagnall

### Describe the issue linked to the documentation The [regression API page](https://www.aeon-toolkit.org/en/stable/api_reference/regression.html) should be updated to add new regressors. ### Suggest a potential alternative/fix Look through the regression module estimators,...

MatthewMiddlehurst

### Describe the issue linked to the documentation Some parts of the `ElasticEnsemble` docstring could be improved upon so it looks better in the [API documentation page](https://www.aeon-toolkit.org/en/stable/api_reference/auto_generated/aeon.classification.distance_based.ElasticEnsemble.html#aeon.classification.distance_based.ElasticEnsemble). ### Suggest a...

MatthewMiddlehurst

[BUG] AEON does not work with tensorflow 2.13

3

### Describe the bug Dear authors, I can't run the LITE model in aeon with tensorflow 2.13 Thanks ! ### Steps/Code to reproduce the bug ```python from aeon.datasets import load_classification...

rruizdeaustri

[ENH] Forecasting wrappers

6

### Describe the feature or idea you want to propose To kick off the review of forecasting and hopeful eventual move away from huge collections of wrappers, I will audit...

TonyBagnall

[ENH] Add Swale Scoring Model

8

Related to: #425 Implemented as per [this paper](http://dbgroup.eecs.umich.edu/files/sigmod07timeseries.pdf), Section 5. Couldn't verify the correctness due to a lack of alternate implementations. I shall continue to work on this once we...

aadya940

[MNT] Bumping `scipy` version from <1.13.0,>=1.2.0 to >=1.2.0,<1.14.0

2

Fixes: #1388, also see: #1382

AnonymousCodes911