What's Changed
- Improve robustness of Spark API @aadyotb in #118
- Add easy-to-use data loaders for custom datasets. by @aadyotb in #120
- More AutoML features included in AutoETS and AutoProphet. More streamlined implementation of AutoML models. by @chenghaoliu89 in #119 and @aadyotb in #121
Major Changes Since v1.2.0
- Added a pyspark API for Merlion, to perform forecasting or anomaly detection for many time series in parallel. The API is compatible with the spark-on-k8s-operator.
- Expanded functionality of AutoETS and AutoProphet models, to automatically select more hyperparameters besides just seasonality.
- Expanded evaluation framework to accommodate multivariate forecasting. This enables automatic model selection for multivariate time series.
- Updated Prophet dependency to simplify installation for Python 3.7+.
- Various bugfixes.
Full Changelog: v1.2.5...v1.3.0