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MindsDB Forecast Visualizer

⚠️ This repository is now archived and won’t be maintained further. We recommend using other libraries such as nixtla/utilsforecast instead

The purpose of this tool is to aid in obtaining quick visualizations for time series forecasts provided by a Lightwood predictor.

The tool supports predictors trained with lightwood >= 1.0.

Documentation

There is no documentation. Most functionality is showcased through examples. Please refer to:

  • example/train.py to train a Lightwood forecaster for airplane arrival data (which includes 4 different time series)
  • example/visualize.py to plot predictions from this model in your web browser
  • example/visualize.ipynb to plot predictions from this model inside a jupyter notebook

Note: if you’ve cloned the repository (as opposed to pip installing), make sure the path to mindsdb_forecast_visualizer is added to your python path environment variable before running these scripts from the package root folder.