Companion package to visualizer forecasts made with MindsDB predictors.
Project description
MindsDB Forecast Visualizer
The purpose of this tool is to aid in obtaining quick visualizations for time series forecasts provided by a Lightwood predictor.
At the moment, the tool supports predictors trained with lightwood >= 1.0
, but support for 3rd party models is coming soon~ish.
Documentation
For now, there is no documentation as the package itself is fairly minimal.
However, 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 browserexample/visualize.ipynb
to plot predictions from this model inside a jupyter notebook
Note: if you've cloned the repository (as opposed to pip install
ing), 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.
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