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v0.2.0

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@jklaise jklaise released this 06 Dec 16:37
· 492 commits to master since this release

v0.2.0 (2019-12-06)

Full Changelog

Added

  • Univariate time series outlier detection methods: Prophet (offline method, alibi_detect.od.prophet.OutlierProphet)
    and Spectral Residual (online method, alibi_detect.od.sr.SpectralResidual)
  • Function for fetching Numenta Anomaly Benchmark time series data (alibi_detect.datasets.fetch_nab)
  • Perturbation function for time series data (alibi_detect.utils.perturbation.inject_outlier_ts)
  • Roadmap