Documentation: How to interpret Auto Regression Parameter Plot #1161
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Is your feature request related to a problem? Please describe. Since compared to the original prophet library, there is now auto regression in neural prophet, so when plotting components of the model, there is auto regression plot. I find it difficult to understand what the auto regression plot means and how to interpret it as a business user. What is the y axis and how does the model compute the values? Describe the solution you'd like A documentation that gives examples with interpretation of the auto regression plot. Describe alternatives you've considered I tried to look through the entire plot_forecaster.py and forecaster.py to look for answers but soon it touches the different Nets calculation where it's harder to follow. |
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Replies: 2 comments
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Thank You @winnieshen96 for bringing this to our attention. I think this is a great suggestion. We could address this by adding documentation:
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@winnieshen96 some further resources:
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@winnieshen96
This may not answer your question directly, but maybe this notebook can help:
https://github.com/ourownstory/neural_prophet/blob/main/tutorials/feature-use/autoregression_yosemite_temps.ipynb
some further resources: