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lstm_text_generator's Introduction

Machine Learning Text Generator

Idea

I wrote a scraper for comments from pornhub, I want to feed them into a machine-learning AI to generate newer and sadder comments.

Design

  • I'm stupid so I'm going to skate over details by using Keras.
  • Input will be a small dataset (1-50MB) of text catted together.
  • I'm going to steal as much code as possible to get a works on my machine implementation.
  • This is not gonna be super clean or pythonic or useful at all.

Notes

  • json_dump.py is just a script to extract comments from the porny app json output
  • regresssion.py generates and runs the model

Reading List

http://karpathy.github.io/2015/05/21/rnn-effectiveness/ https://towardsdatascience.com/recurrent-neural-networks-by-example-in-python-ffd204f99470 https://deepsense.ai/keras-or-pytorch/ https://www.analyticsvidhya.com/blog/2018/03/text-generation-using-python-nlp/ https://minimaxir.com/2018/05/text-neural-networks/ https://machinelearningmastery.com/text-generation-lstm-recurrent-neural-networks-python-keras/ https://adventuresinmachinelearning.com/word2vec-keras-tutorial

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