Docs/general improvements (#1904)
* udpate dtw example and add dtw to rendered documentation
* make all windows inherit from Window
* clean up windows
* improve dtw documentation
* improved forecasting model module documentation
* update models and add model links in covariates user guide
* add model links to README
* update changelog
* fix typo in dtw example notebook
* remove outdated lines from tide model from before probabilistic support
* apply suggestions from PR review
* update readme model table
* Feat/fit predict encodings (#1925)
* added encode_train_inference to encoders
* added generate_fit_predict_encodings to ForecastingModel
* simplify TransferrableFut..Model.generatice_predict_encodings
* update changelog
* Apply suggestions from code review
Co-authored-by: madtoinou <[email protected]>
* apply suggestions from PR review part 2
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Co-authored-by: madtoinou <[email protected]>
* update readme
* apply suggestions from code review and improve README.md
* Update README.md
Co-authored-by: madtoinou <[email protected]>
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Co-authored-by: madtoinou <[email protected]>
