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antoinecarme / pyaf

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
BSD 3-Clause "New" or "Revised" License
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Add Forecast Quantiles Plots and Docs #158

Closed antoinecarme closed 3 years ago

antoinecarme commented 3 years ago

Following #140, the standard plots can be updated with an additional one giving forecast quantiles for each horizon.

Some Jupyter notebooks should also be added in the doc directory.

antoinecarme commented 3 years ago

Forecast quantiles Plot for the 12 horizons on the ozone dataset.

image

antoinecarme commented 3 years ago

Notebook for Ozone dataset

https://github.com/antoinecarme/pyaf/blob/master/docs/PyAF_ozone_forecast_quantiles.ipynb

antoinecarme commented 3 years ago

Air Passengers forecast quantiles

https://github.com/antoinecarme/pyaf/blob/master/docs/PyAF_airpassengers_forecast_quantiles.ipynb

antoinecarme commented 3 years ago

Closing