Darts for Time Series Forecasting - Julien Herzen, Francesco Lässig | PyData Global 2021

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  • Опубліковано 13 гру 2024

КОМЕНТАРІ • 5

  • @deepakramani05
    @deepakramani05 2 роки тому +1

    Just stumbled into this video. Currently messing around with time series data and forecasting, this library will be useful for me. Thank you.

  • @sankalpgilda6818
    @sankalpgilda6818 2 роки тому

    Thanks for the great talk! How does Darts compare with sktime and sktime-dl?

    • @julienherzen7191
      @julienherzen7191 2 роки тому +2

      Thanks! Contrary to sktime, Darts focuses mostly on forecasting (at least for the time being), and has better support for deep learning, meta learning, handling past/future covariates and richer support for probabilistic forecasting. sktime-dl is not an active project (AFAIK).

    • @sankalpgilda6818
      @sankalpgilda6818 2 роки тому

      @@julienherzen7191 thanks! How compatible is darts with the sklearn ecosystem? I know with sktime I can trivially use any sklearn regression as a forecaster by wrapping it, can this be done in darts as well?

    • @julienherzen7191
      @julienherzen7191 2 роки тому +1

      @@sankalpgilda6818 Yes, in Darts that would be done using a "RegressionModel" - I invite you to read the docs or our Quickstart guide.