How to format my own dataset for the RNN?

[longtran84]

How to detect a cycle ?

[guillaume-chevalier]

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[longtran84]

@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?

[guillaume-chevalier]

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