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| Name | Modified | Size | Downloads / Week |
|---|---|---|---|
| Parent folder | |||
| README.md | 2023-01-03 | 2.4 kB | |
| v2.0.0 source code.tar.gz | 2023-01-03 | 78.6 MB | |
| v2.0.0 source code.zip | 2023-01-03 | 78.8 MB | |
| Totals: 3 Items | 157.5 MB | 0 | |
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