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lmjohns3 / theanets

Neural network toolkit for Python
http://theanets.rtfd.org
MIT License
328 stars 74 forks source link

RNN not able to predict using existing state #111

Closed joetigger closed 8 years ago

joetigger commented 8 years ago

All current RNN models are stateless, i.e. when calling net.predict() it starts all over with clean hidden state. Is there any way that I can call RNN without resetting hidden state? This is very useful when predicting next value in a time series.

lmjohns3 commented 8 years ago

This is not currently possible with theanets, but there is an open issue to keep track of it -- see #81.