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Change the examples names
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tristandeleu committed Jun 17, 2016
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5 changes: 3 additions & 2 deletions README.md
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Expand Up @@ -47,7 +47,8 @@ l_ntm = NTMLayer(l_input, memory=memory, controller=controller, heads=heads)
For more detailed examples, check the [`examples` folder](examples/). If you would like to train a Neural Turing Machine on one of these examples, simply run the corresponding script, like

```
PYTHONPATH=. python examples/task-copy.py
PYTHONPATH=. python examples/copy-task.py
```

and be patient while Theano compiles the model ;-). Note: unlucky initialisation of the parameters might lead to a diverging solution witness by NaNs.
and be patient while Theano compiles the model ;-). Graph optimization is computationally intensive. If you are encountering suspiciously long complation times (more than a few minutes), you may need to increase the amount of memory allocated (if you run it on a Virtual Machine). Alternatively, turning off the swap may help for debugging (with `swapoff`/`swapon`).
Note: unlucky initialisation of the parameters might lead to a diverging solution (NaN scores).
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