Can neural prophet model available for multivariates? #1388
Replies: 3 comments 1 reply
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Hi @landkwon94, thanks for your question. Regional information Hope this helps! Let me know if you have further questions! |
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Hi @leoniewgnr , thanks for your answer with multivariate forecasting. However, the turorial05 only contains 2 timeseries. How to deal with more than 3 timeseris ? I could't find any parameter in the api. Thanks a lot! |
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Can I use the global and multivariate for multi-goods sales prediction? |
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First of all, many thanks for the contributions!
I have a question about this model usage.
I am studying all tutorials in this github, and I see that most tutorials are about uni-variate forecasting.
As I want to perform multivariate time series forecasting, I guess these codes :
col_lst = ['precipitation', 'soil_moisture', 'solar_radiation', 'temperature', 'wind_speed']
m = m.add_lagged_regressor(names=col_lst, normalize="minmax")
may train the model for multivariate forecasting.
May I ask am I correct?
And is there any tutorials which deal with multi-variate? I want to study if there is :)
Another question is that, is it possible to add regional information for training the model?
For example, not only numeric values (e.g., precipitation, temperature, etc.), I want to add regions (e.g., State, Country, etc.) for training.
I guess tutorial in here : https://github.com/ourownstory/neural_prophet/blob/main/docs/source/tutorials/tutorial09.ipynb
may be related to my question. But just curious, is it possible to train the model with regional values?
Again, super thanks for your prompt reply!!!
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