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@@ -185,8 +190,6 @@ The LSTM implementation can be found in the two following files :
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* `imdb.py <http://deeplearning.net/tutorial/code/imdb.py>`_ : Secondary script. Handles the loading and preprocessing of the IMDB dataset.
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* `imdb.dict.pkl.gz <http://www.iro.umontreal.ca/~lisa/deep/data/imdb.dict.pkl.gz>`_ : Word-index dictionary. Use it to test a trained model on your own corpus.
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After downloading both scripts and putting both in the same folder, the user
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