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Published 20 hours ago • verified publisher icon guillaume-chevalier

How to format my own dataset for the RNN?

Open longtran84 opened this issue 6 years ago • 3 comments

How to detect a cycle ?

longtran84 avatar Jul 24 '18 05:07 longtran84

42

guillaume-chevalier avatar Jul 24 '18 17:07 guillaume-chevalier

@guillaume-chevalier

Iam having an issue, it is unable to detect the status when cycling, could you help me more detail how to do it? or make an example about structure data-set while cycling?

longtran84 avatar Jul 25 '18 02:07 longtran84

You'd basically need to refer to the original dataset's description and window your dataset like the one I used here, so that it fits with an amount of time steps, features, and batch_size examples during the training. You could change the dimensions as you wish to fit your data, and even use Truncated BPTT if you wish to keep states.

To understand the vocabulary better, refer to this: https://www.quora.com/What-do-samples-features-time-steps-mean-in-LSTM/answer/Guillaume-Chevalier-2?share=62ab4426&srid=C3n2

guillaume-chevalier avatar Aug 01 '18 15:08 guillaume-chevalier