Antoine Guillaume

[BUG] RDST admissible sampling point method returns wrong index

1

### Describe the bug In `RandomDilatedShapeletTransform` the `_get_admissible_sampling_point` returns the wrong timestamp index. Currently, the function returns: ```python return i, idx_choice ``` while it should return ```python return i, current_mask[i][idx_choice]...

[ENH] Replace argsort by argpartition in similarity search

5

### Describe the feature or idea you want to propose After review with Patrick, to do after #2473 is merged. Replace the use of argsort by argpartition in files such...

[ENH] Implement parallel algorithm for MASS

3

### Describe the feature or idea you want to propose After review with Patrick, to do after #2473 is merged. Implement the parallel version of MASS in `series/_mass.py`. ### Describe...

### Describe the feature or idea you want to propose Include loaders to the MONSTER datasets in the datasets module. The only downside is that we would have to put...

### Describe the bug Not able to click on the transformation example here : https://www.aeon-toolkit.org/en/stable/ When accessing the notebook directly by URL (https://www.aeon-toolkit.org/en/stable/examples/transformations/transformations.html) the formating is wrong. ### Steps/Code to...

[ENH] Moving base functions validation and input checks to utils

1

#### Reference Issues/PRs Fixes #2990 #### What does this implement/fix? Explain your changes. Move the processing function of Base Series and Collection classes to utils, as well as the testing...

### Describe the feature or idea you want to propose To build a hybrid base class (collection in fit and series in predict) for the new BaseSimilaritySearch class, the preprocess_series...

### Describe the feature or idea you want to propose Sax transform currently have n_jobs but use it only for inverse transform. We should also use it for the transform...