The markov_chains.py file has several well documented functions and a class that generates fun sentences from the three text files.

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Markov Chains

by Eric Riddoch October 30, 2018

Description:

This file contains several functions that demonstrate the creation and use of Markov matrices. At the end, of the file, I use a Markov matrix to generate a few mixed lines of speech in the style of Taylor Swift, Donald Trump, and Master Yoda.

File Contents: random_chain() - generates a random, valid markov chain forecast() - simulates calculating the weather (hot or cold) of a set amount of days from a hard coded 2x2 markov chain four_state_forecast() - does the same as forecast() but with a 4 state Markov Matrix steady_state() - given an input matrix, A, and a tolerance, this calculates the matrix to which A converges

SentenceGenerator (class) 
        Takes a path to a text file and creates a Markov
        matrix out of the lines of the file. Generates new
        lines based on the matrix with the babble method.