github salesforce/Merlion v2.0.0

latest releases: v2.0.2, v2.0.1
16 months ago

What's Changed

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

Full Changelog: v1.3.1...v2.0.0

Don't miss a new Merlion release

NewReleases is sending notifications on new releases.