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v2.0.2 source code.zip (78.8 MB)
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| Name | Modified | Size | Downloads / Week |
|---|---|---|---|
| Parent folder | |||
| README.md | 2022-09-01 | 1.2 kB | |
| v1.3.0 source code.tar.gz | 2022-09-01 | 76.5 MB | |
| v1.3.0 source code.zip | 2022-09-01 | 76.6 MB | |
| Totals: 3 Items | 153.1 MB | 1 | |
What's Changed
- Improve robustness of Spark API @aadyotb in https://github.com/salesforce/Merlion/pull/118
- Add easy-to-use data loaders for custom datasets. by @aadyotb in https://github.com/salesforce/Merlion/pull/120
- More AutoML features included in AutoETS and AutoProphet. More streamlined implementation of AutoML models. by @chenghaoliu89 in https://github.com/salesforce/Merlion/pull/119 and @aadyotb in https://github.com/salesforce/Merlion/pull/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: https://github.com/salesforce/Merlion/compare/v1.2.5...v1.3.0