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A toolkit for machine learning from time series

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### Describe the bug `_check_X` checks whether a data collection is valid, but does not catch datasets which have a different number of channels for each case which is unsupported....

bug
testing

fixes #1156 We have three transformers to make unequal length series equal length. One pads, one truncates and one stretches. This PR renames them Truncator, Padder and Resizer, makes the...

enhancement
transformations

Some potential issues which need work for the upcoming KDD tutorial: - [ ] Add tests to ensure distances work with `scikit-learn` estimators/interface @dguijo => #1838 - [ ] Revisit...

enhancement
classification
regression

### Describe the feature or idea you want to propose Following the updates in #1826 , would be nice to have the same functionality and testing in the deep clustering...

enhancement
clustering
testing
deep learning

### Describe the feature or idea you want to propose Having specific multivariate deep learning models is a good thing, i like to have Disjoint-CNN, Monash's multivariate CNN model [1]...

enhancement
classification
regression
deep learning
networks

### Describe the feature or idea you want to propose Following #1243, we introduced query search, which was defined as : - Query search : Given a query Q and...

enhancement
implementing algorithms
similarity search

### Describe the issue linked to the documentation we should have a reference in the docstring of kshape to [1] Also, the original name of the model is kshape, but...

documentation
clustering

### Describe the feature or idea you want to propose so currently many sub classes of BaseClassifier have n_jobs as a constructor parameter, declared in onstructor and all have cut...

enhancement
classification

todo

enhancement
transformations

### Describe the bug using `get_estimator_results` when setting the `datasets` list parameter to the `univariate` list in `tsc_datasets` to get the 128 UCR results. will always give 112 because in...

bug
datasets
benchmarking