Merlion Files

What's Changed

• Implemented a GUI dashboard for Merlion. by @yangwenzhuo08 in https://github.com/salesforce/Merlion/pull/129 and @mattfernandez-salesforce in https://github.com/salesforce/Merlion/pull/139
• Support for deep learning forecasters. by @yihaocs in https://github.com/salesforce/Merlion/pull/134
• Add exogenous regressor support to sklearn models. by @aadyotb in https://github.com/salesforce/Merlion/pull/128
• New abstractions for rolling-window forecasters. by @Emerald01 in https://github.com/salesforce/Merlion/pull/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 https://github.com/salesforce/Merlion/pull/127
• @yangwenzhuo08 made their first contribution in https://github.com/salesforce/Merlion/pull/129
• @yihaocs made their first contribution in https://github.com/salesforce/Merlion/pull/134
• @uchiiii made their first contribution in https://github.com/salesforce/Merlion/pull/138
• @mattfernandez-salesforce made their first contribution in https://github.com/salesforce/Merlion/pull/139

Full Changelog: https://github.com/salesforce/Merlion/compare/v1.3.1...v2.0.0