I developed a simple rnn model to generate baby names. High level explanation of the whole process can be found in this article that I wrote.
https://jwilliamn.bitbucket.io/deeplearning/rnn/2018/04/15/generating-baby-names-with-rnn/
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Generating baby names using RNNs
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