mindsdb-forecast-visualizer


Namemindsdb-forecast-visualizer JSON
Version 23.7.4.1 PyPI version JSON
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home_pagehttps://github.com/mindsdb/mindsdb_forecast_visualizer
SummaryCompanion package to visualizer forecasts made with MindsDB predictors.
upload_time2023-07-20 22:46:07
maintainer
docs_urlNone
authorMindsDB Inc
requires_python>=3.7
licenseGPL-3.0
keywords
VCS
bugtrack_url
requirements plotly mindsdb lightwood
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # MindsDB Forecast Visualizer

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

![](./docs/plot.png)

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 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 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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