Seglearn

* Fixed problem with ragged nesting of numpy arrays

* Pype updated to support sklearn v1.0+
* Fix for scipy stats.median_abs_deviation
* Removed circle_ci deployment of documentation

* Removed patch_sampler transform

* Fix Pype initialization - pwoller
* Deprecation fixes
* Changed name for predict_segmented_series to predict_unsegment in pipe
* Added predict_as_series convenience function in pipe

* Implement predict_segmented_series for Pype, which resamples the prediction to the original time series sampling
* Updated feature rep example to show usage
* Introduced Segment class to replace SegmentX and SegmentXY, and as a base class for SegmentXYForecast to avoid code duplication
* Fix nn_training_curve example

* Fix for imbalanced-learn resamplers by Matthias Gazzari