Follow this tutorial for an initial model: - Githubissues

MartaGolabek / Truly-Personalized-BDay-Wishes

The aim of this project is to create an LSTM-based model to produce personalized bday wishes in multiple languages

MIT License

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Follow this tutorial for an initial model: #7

Open MartaGolabek opened 4 years ago

MartaGolabek commented 4 years ago

https://machinelearningmastery.com/text-generation-lstm-recurrent-neural-networks-python-keras/

MartaGolabek commented 4 years ago

https://github.com/jeffheaton/t81_558_deep_learning/blob/master/t81_558_class_10_3_text_generation.ipynb

MartaGolabek commented 4 years ago

Other useful resources:

http://karpathy.github.io/2015/05/21/rnn-effectiveness/
Example from keras: https://github.com/keras-team/keras/blob/master/examples/lstm_text_generation.py
Nice source: https://towardsdatascience.com/yet-another-text-generation-project-5cfb59b26255
LSTM lyrics: https://github.com/enriqueav/lstm_lyrics
Freecodecamp: https://www.freecodecamp.org/news/applied-introduction-to-lstms-for-text-generation-380158b29fb3/
prediction at word-level: https://medium.com/coinmonks/word-level-lstm-text-generator-creating-automatic-song-lyrics-with-neural-networks-b8a1617104fb