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Attempting to create and train a recurrent neural net on the lyrics of MF Doom may he rest in peace.

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Doomgen_Alpha

Attempting to create and train a recurrent neural net on the lyrics of MF Doom may he rest in peace.

TODO:

  • split data into test, train, & valid sets
  • experiment with re-formatting data (i.e. newlines where lines actually end)
  • experiment with different configuration of types and numbers of layers
  • try out the model with different datasets i.e. twitch chat logs

DONE:

  • fix devices so GPU/CUDA is used instead of CPU
  • add checkpoints so I don't have to re-train
  • more sophisticated(bloated) saving/loading implemented

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Attempting to create and train a recurrent neural net on the lyrics of MF Doom may he rest in peace.

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