This Markov chain model uses Arctic Monkeys, Radiohead, Muse, The Strokes, Placebo, Yeah Yeah Yeahs, The White Stripes, The Smiths, Pixies, Oasis, Elliott Smith, and The xx lyrics as input data sets.
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Markov chain models are stochastic models which are describing a sequence of possible events in which the probability of each event depends only on the state attained in the previous event.
This application is written in Python, libraries that were used are "markovify", and "lyricsgenius".
Thanks to Genius API for the lyrics!