* Adapted mean predictor to use random samples. (239)
* Added `predict_item` to RepresentablePredictor and adapted subclasses. (240)
* Added fallback predictor and decorator.
* Forecasts always start at the end of the whole target.
* Fix shell to have a canonical freq key in hyperparameters.
* Made `fallback` process-safe. Added ConstantValuePredictor.
* GluonTSException bypass fallback.
* Black everything. (244)
* Adding failure information to failure file. (247)
* Added error message to top of failure file. (248)
* fix the empty item list (249)
* fix the shape error of the canonical network (251)
* Fix documentation and enforce stricter doc builds (226)
* Reformatted math equations for the log_prob method of the GaussianProcess class (252)
* Fix yearly freq in process start field. (253)
* fix issue with MultivariateGaussianOutput (257)
* Fix shapes in CanonicalNetworkBase (254)
* Improvements for wavenet and some utils (262)
* Removed `get_granularity`. (265)
0.3.2
* Bump pandas version and remove timestamp workarounds (230)
* Fix num_eval_samples (232)
* Fixed backtest test. (235)
* Moved simple predictors to a distinct model folder. (237)
* fix 234: Added method to fixup non json-spec compliant floats to make the resp… (236)
0.3.1
Changes include:
* Serialize training metrics through the logger * Improvements in the `core` package * Minor changes in the `shell.sagemaker` package * Add support for artificial datasets in the dataset repository * Add `MeanPredictor` to `model.testutil` * More flexible shell.serve API * Add utilities for shell tests * Added throughput logging for inference.
0.3.0
* Updated shell.
* Exclude MXNet 1.5.* from allowed requirements
* Added transformer model, tests and evaluations
* Minor improvements, changes and fixes.
0.2.3
* Changed shell metrics to be similar to SageMaker DeepAR.
0.2.2
More shell fixes
- Add proper documentation strings. - Fix the printed script name in help output. - Add a `force-static` train parameter that forces the creation of a static predictor from the expected model location.