Forecasting three months ahead.

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  • sktime

    A unified framework for machine learning with time series

  • darts

    A python library for easy manipulation and forecasting of time series.

    Darts can be used to train ML-based forecasting models on tens of thousands of time series in a few lines of code only. Such a model can then be used for fast inference (e.g., it takes 1-2 seconds to forecast 1,300 time series in some of the experiments we conducted). Here is a completely self-contained notebook with an example of how to do this on large datasets with different kinds of models:

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