Tony Bagnall

[DEP] Deprecate simple wrapper transformers

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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 -...

[ENH] Forecasting wrappers

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### 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...

### Describe the issue linked to the documentation we are scrapping the whole BaseTransformer with its grossly inefficient VectorizedDF. This is a list of all files and classes to track...

### Describe the feature or idea you want to propose Merit score function algorithm described in "A Feature Selection Method for Multi-dimension Time-Series Data" https://link.springer.com/chapter/10.1007/978-3-030-65742-0_15 A method based around one...

### Describe the feature or idea you want to propose implement the CLeVer channel selection algorithm "CLeVer: A Feature Subset Selection Technique for Multivariate Time Series" https://ieeexplore.ieee.org/abstract/document/1490526 The Common principal...

### Describe the feature or idea you want to propose we experimented with a wrapper for channel selection here https://link.springer.com/chapter/10.1007/978-3-031-24378-3_9 basically use a really fast classifier, mini rocket, to score...

[ENH] Implement Yeo-Johnson Series Transformer

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### Describe the feature or idea you want to propose a long time ago I experimented with the Yeo-Johnson regressor transform. https://ieeexplore.ieee.org/document/1716845 Yeo-Johnson is an extension of Box-Cox that allows...

### Describe the feature or idea you want to propose list deprecations below and related PRs here - [ ] #1378 Deprecate _serialize and load - [ ] #1369 Make...

[ENH] Implement Sequence Weighted Alignment model (Swale) distance function

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### Describe the feature or idea you want to propose Swale is a distance function used in some comparisons, for example here https://www.cs.ucr.edu/~eamonn/vldb_08_Experimental_comparison_time_series.pdf https://dl.acm.org/doi/10.1145/1247480.1247544 (there is another more recent comparison...

Ongoing isolation of the datatypes module, almost there. See #42 #974. This issue is to track whats left that needs doing. This is a summary issue updated on 16/4/24, once...