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@aadyotb aadyotb released this 01 Sep 20:20
· 21 commits to main since this release
v1.3.0
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What's Changed

  • Improve robustness of Spark API @aadyotb in #118
  • Add easy-to-use data loaders for custom datasets. by @aadyotb in #120
  • More AutoML features included in AutoETS and AutoProphet. More streamlined implementation of AutoML models. by @chenghaoliu89 in #119 and @aadyotb in #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: v1.2.5...v1.3.0

Contributors

aadyotb and chenghaoliu89
Assets 2
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