Fixed path to seq2seq.py and minor formatting
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@ -8,7 +8,10 @@ some input and generate a meaningful response? For example, could we train
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a neural network to translate from English to French? It turns out that
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a neural network to translate from English to French? It turns out that
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the answer is *yes*.
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the answer is *yes*.
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This tutorial will show you how to build and train such a system end-to-end. Clone the [TensorFlow main repo](https://github.com/tensorflow/tensorflow) and the [TensorFlow models repo](https://github.com/tensorflow/models) from GitHub. You can then start by running the translate program:
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This tutorial will show you how to build and train such a system end-to-end.
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Clone the [TensorFlow main repo](https://github.com/tensorflow/tensorflow) and
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the [TensorFlow models repo](https://github.com/tensorflow/models) from GitHub.
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You can then start by running the translate program:
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```
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```
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cd models/tutorials/rnn/translate
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cd models/tutorials/rnn/translate
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@ -25,7 +28,7 @@ This tutorial references the following files.
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File | What's in it?
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File | What's in it?
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--- | ---
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--- | ---
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`tensorflow/tensorflow/python/ops/seq2seq.py` | Library for building sequence-to-sequence models.
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`tensorflow/tensorflow/contrib/legacy_seq2seq/python/ops/seq2seq.py` | Library for building sequence-to-sequence models.
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`models/tutorials/rnn/translate/seq2seq_model.py` | Neural translation sequence-to-sequence model.
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`models/tutorials/rnn/translate/seq2seq_model.py` | Neural translation sequence-to-sequence model.
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`models/tutorials/rnn/translate/data_utils.py` | Helper functions for preparing translation data.
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`models/tutorials/rnn/translate/data_utils.py` | Helper functions for preparing translation data.
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`models/tutorials/rnn/translate/translate.py` | Binary that trains and runs the translation model.
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`models/tutorials/rnn/translate/translate.py` | Binary that trains and runs the translation model.
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@ -148,9 +151,9 @@ have similar interfaces, so we will not describe them in detail. We will use
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## Neural translation model
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## Neural translation model
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While the core of the sequence-to-sequence model is constructed by
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While the core of the sequence-to-sequence model is constructed by
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the functions in `tensorflow/tensorflow/python/ops/seq2seq.py`, there are still a few tricks
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the functions in `tensorflow/tensorflow/contrib/legacy_seq2seq/python/ops/seq2seq.py`,
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that are worth mentioning that are used in our translation model in
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there are still a few tricks that are worth mentioning that are used in our
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`models/tutorials/rnn/translate/seq2seq_model.py`.
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translation model in `models/tutorials/rnn/translate/seq2seq_model.py`.
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### Sampled softmax and output projection
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### Sampled softmax and output projection
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