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RNN vs Tangential modeling Time series forecast morelling

RNN vs Tangential modeling Time series forecast morelling

Hello Community, I came across an AutoML platform that uses mathematical tangential modeling techniques for time series forecast modeling . Any comparative study out there that evaluates this approach to the more main stream DL and RNN in terms of speed, infrastructure requirements and dealing with categorical data.
3 Replies
rshah
DataRobot Alumni

You could look to the M competition benchmarks for comparison.  The latest of these competitions have shown that a combination of the machine learning techniques and statistical methods have worked best. Check out: https://www.sciencedirect.com/science/article/pii/S0169207019301128

 This is exactly what we have put into our time series platform.  Our time series product is not available in the trial.  Feel free to contact DataRobot if you would be interested in evaluating/purchasing it for your enterprise.  

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Hi! Could you please tell me where I can find the full list of Time series forecasting methods that Datarobot has?

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Looks like Clifton answered that in a new thread:

https://community.datarobot.com/t5/automated-time-series/complete-list-of-time-series-modeling-metho...

Let us know if you have questions. 

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