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Time series forecasting using LSTM #38

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@26medias

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@26medias

Hi,

Thanks for those examples, they are very useful.

If you are still working on more examples, it'd be awesome to have an example of time series forecasting using LSTM. There's a lot of search for this, and no working example so far.

It's mostly the preparation of the input data that is confusing for me.

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hunkim

hunkim commented on May 28, 2016

@hunkim
Collaborator

I think it's a very good idea. Do you have some data for that?

26medias

26medias commented on May 28, 2016

@26medias
Author

A simple sin?
It's an easy signal, easy to train with low error.

A Keras tutorial actually uses a sin for their example:
http://danielhnyk.cz/predicting-sequences-vectors-keras-using-rnn-lstm/

hunkim

hunkim commented on May 28, 2016

@hunkim
Collaborator

Sounds good. I'll look into it. BTW, if you can come up with a PR, it would be also wonderful.

26medias

26medias commented on May 28, 2016

@26medias
Author

PR?

hunkim

hunkim commented on May 28, 2016

@hunkim
Collaborator

I meant a pull request. :-)

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notifications@github.com> wrote:

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26medias

26medias commented on May 28, 2016

@26medias
Author

Oh ok :)

I don't have anything to contribute at the moment.
I'm still in the transition from JS to Python, my code is not pretty.

I wish there was a good bridge to use TF in NodeJS :)

nlintz

nlintz commented on Jun 3, 2016

@nlintz
Owner

Before I started machine learning I was a node hacker so I feel your pain. Karpathy wrote some pretty cool convnet stuff for javascript which I'd encourage you to check out if you have the time.
http://cs.stanford.edu/people/karpathy/convnetjs/

26medias

26medias commented on Jun 4, 2016

@26medias
Author

I already played with it quite a bit (https://github.com/26medias/Kobol)
But it's very slow to train. Being able to use GPUs is much more efficient to test models faster.

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          Time series forecasting using LSTM · Issue #38 · nlintz/TensorFlow-Tutorials