Jasper
Jasper
*Issue #, if available:* *Description of changes:* By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice....
Creating a predictor in GluonTS is relatively complicated. Let's make it simpler! ## Proposal Each predictor should implement the following interface: ```py def predict(past_data: Any, n: int) -> [Distribution; n]:...
Currently, there is a single `Predictor` class for all (univariate) r models: https://github.com/awslabs/gluonts/blob/a973a04d1681dcb3074dabb559a002ed0333d2f2/src/gluonts/ext/r_forecast/_univariate_predictor.py#L37 One can select different models by setting the `method_name` parameter. Ideally, each model becomes its own class...
*Issue #, if available:* *Description of changes:* To provide compatibility: - [ ] handle SageMaker DeepAR hyperparameters - [ ] translate field names (`feat_static_cat -> cat`, `feat_dynamic_real -> feat_dynamic` )...
*Issue #, if available:* *Description of changes:* By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice....
Allow merging of two time series. With `update` it is possible to gradually build up a time series by updating the time series. This works by creating a new series...
*Issue #, if available:* *Description of changes:* By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice....
*Issue #, if available:* *Description of changes:* By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice....
When using `PandasDataset` we require that the index of each input ``DataFrame`` is uniform, meaning that it is complete (no missing timestamps) and the gap between two consecutive timestamps is...
Lambda is a serverless AWS service, which allows to invoke short running code on demand. It generally scales well and is very easy to use. Thus, it is a great...