text-generation

A collection of text generation algorithms trained on different text sources like movie scripts, plays, code, etc.

text sources (in /texts)

• peter_pan.txt: https://www.gutenberg.org/files/16/16-h/16-h.htm#chap17
• shakespeare.txt: https://www.gutenberg.org/ebooks/100
• bee_movie.txt: https://courses.cs.washington.edu/courses/cse163/20wi/files/lectures/L04/bee-movie.txt
• python_snippets*: https://huggingface.co/datasets/jtatman/python-code-dataset-500k?row=0

generation algorithms

• LSTM (Long Short-term Memory) and GRU (Gated Recurrent Unit): train_rnn.ipynb
• Markov Chain: markov_chain.py