What's Changed
- Implemented a GUI dashboard for Merlion. by @yangwenzhuo08 in #129 and @mattfernandez-salesforce in #139
- Support for deep learning forecasters. by @yihaocs in #134
- Add exogenous regressor support to sklearn models. by @aadyotb in #128
- New abstractions for rolling-window forecasters. by @Emerald01 in #127
Major Changes Since v1.3.0
- Implemented a GUI dashboard for Merlion.
- Implemented multiple state-of-the-art deep learning forecasting models.
- Added support for exogenous regressors to all forecasting models.
Major Changes since v1.0.0
- Implemented a GUI dashboard for Merlion.
- Added support for exogenous regressors to a wide range of forecasting models.
- Implemented multiple deep forecasting models, in addition to the existing deep anomaly detection models.
- Added a change point detection module.
- Added a pyspark API for Merlion, to perform forecasting or anomaly detection for many time series in parallel.
- Expanded AutoML to new models, including Prophet and ETS.
- Added utilities for hierarchical time series.
- Re-architectured all Merlion models to streamline new development work.
New Contributors
- @Emerald01 made their first contribution in #127
- @yangwenzhuo08 made their first contribution in #129
- @yihaocs made their first contribution in #134
- @uchiiii made their first contribution in #138
- @mattfernandez-salesforce made their first contribution in #139
Full Changelog: v1.3.1...v2.0.0