Time series prediction

Stuff I am working on
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Daniel Wee
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Posts: 2186
Joined: Wed 25 Feb 25 2009 8:00 pm

Time series prediction

Post by Daniel Wee » Sun 08 Apr 08 2018 10:10 pm

Some common algorithms - Rain Forest, SVR (Support Vector Regression), ANN

https://github.com/EdjeElectronics/Tens ... Windows-10
https://www.youtube.com/watch?v=fNmJJq2Enqo
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Daniel Wee
Site Admin
Posts: 2186
Joined: Wed 25 Feb 25 2009 8:00 pm

Re: Time series prediction

Post by Daniel Wee » Sun 08 Apr 08 2018 10:33 pm

https://www.youtube.com/watch?v=IscG_bAeEic
http://amunategui.github.io/
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Daniel Wee
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Posts: 2186
Joined: Wed 25 Feb 25 2009 8:00 pm

Re: Time series prediction

Post by Daniel Wee » Thu 10 Oct 10 2019 5:01 pm

Multivariate time-series, single and multi-step implementation:-

https://www.tensorflow.org/tutorials/st ... ime_series
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Daniel Wee
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Posts: 2186
Joined: Wed 25 Feb 25 2009 8:00 pm

Re: Time series prediction

Post by Daniel Wee » Fri 11 Oct 11 2019 1:48 pm

Some useful descriptions in here:-

https://medium.com/google-cloud/how-to- ... d2eeb189e8
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Daniel Wee
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Posts: 2186
Joined: Wed 25 Feb 25 2009 8:00 pm

Re: Time series prediction

Post by Daniel Wee » Fri 01 Nov 01 2019 7:32 pm

Looks like the Transformer architecture is better than the LSTM which is better, in turn, than RNNs, for handling time dependencies.

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