Tony Bagnall

[ENH] Tidy up the rocket transformers

4

### Describe the feature or idea you want to propose Its time to tidy up the convolutional transformers, will collate all issues here and make tasks for smaller PRs. Replaces...

- [ ] Remove SplitTimeSeries #1613 - [ ] Remove PandasAdaptor #1614 - [ ] Move compose to _legacy #1679 - [ ] Remove `BaseDeepNetwork` - [ ] Remove MiniRocket...

[DOC] Add Raises to docstrings for methods that can raise exceptions

3

### Describe the issue linked to the documentation We mostly do not document the errors raised and the reasons for them. It would be good to do so. This should...

[ENH] Make minirocket capable of taking unequal length collections

2

part of #1699 makes MiniRocket capable of unequal length and deprecates the MiniRocketMultivariateVariable class. This will be rolled out to the other convolution based transformers, also giving associated estimators capability:unequal_length:...

The AutocorrelationFunctionTransformer has a default lag of 100, and if you pass a series shorter than 100 it simply fails. Its not a bug because it tells you why its...

[ENH] Adaptive linear segmentation algorithm

2

### Describe the feature or idea you want to propose It would be great to have an implementation of this piecewise linear approximation method for segmenting time series https://ieeexplore.ieee.org/abstract/document/989531 ###...

[ENH] Improve coverage

2

### Describe the feature or idea you want to propose One of my next priorities will be to get coverage over 90% on the overnight run. It is on 83.81...

[ENH] Adds a SeriesToCollection broadcaster

2

superseeds #1244 which has got a bit entangled with other things. Adds a BaseCollectionTransformer that takes a BaseSeriesTransformer and broadcasts it across all instances in the collection, also returning a...

### Describe the feature or idea you want to propose with the imminent deprecation of BaseTransformer, we should remove its uses in preparation ### Describe your proposed solution Remove inheritance...

[ENH] Forecasting

1

first very draft go at a base class for forecasting as a BaseSeriesEstimator, very much a WIP