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Update Readme.md, fix typo(s) #237

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Update Readme.md, fix typo(s) #237

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2 changes: 1 addition & 1 deletion Readme.md
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Expand Up @@ -7,7 +7,7 @@ If you are new to Torch/Lua/Neural Nets, it might be helpful to know that this c

## Update: torch-rnn

[Justin Johnson](http://cs.stanford.edu/people/jcjohns/) (@jcjohnson) recently re-implemented char-rnn from scratch with a much nicer/smaller/cleaner/faster Torch code base. It's under the name [torch-rnn](https://github.com/jcjohnson/torch-rnn). It uses Adam for optimization and hard-codes the RNN/LSTM forward/backward passes for space/time efficiency. This also avoids headaches with cloning models in this repo. In other words, torch-rnn should be the default char-rnn implemention to use now instead of the one in this code base.
[Justin Johnson](http://cs.stanford.edu/people/jcjohns/) (@jcjohnson) recently re-implemented char-rnn from scratch with a much nicer/smaller/cleaner/faster Torch code base. It's under the name [torch-rnn](https://github.com/jcjohnson/torch-rnn). It uses Adam for optimization and hard-codes the RNN/LSTM forward/backward passes for space/time efficiency. This also avoids headaches with cloning models in this repo. In other words, torch-rnn should be the default char-rnn implementation to use now instead of the one in this code base.

## Requirements

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