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Text Generation Fun

Installation

Install Anaconda.

conda create --name tensorflow python=3 keras tensorflow

and activate your newly created environment.

source activate tensorflow	

If you want to install Tensorflow with GPU support (which can support much faster training), you can do the following:

pip install --upgrade tfBinaryURL

where tfBinaryURL can be found on the Tensorflow website. Alternatively,

conda install tensorflow-gpu

may work as well.

This is a work in progress. Feel free to make suggestions and/or ask questions!

Other applications / extensions

https://larseidnes.com/2015/10/13/auto-generating-clickbait-with-recurrent-neural-networks/

Generating sports headlines

Combing two different sources

Credits

Keras library example

mineshmathew repo:

Obama dataset: https://github.com/samim23/obama-rnn

TODOs

word level generation?

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My Keras implementation of Char-RNN

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