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Markov Chain Simulations

Davey Proctor

Markov Chain

  • Markov.py
  • Base class for a Markov chain.
  • Can simulate random games and determine game statistics. See Chutes and Ladders.

Page Rank

  • page_rank.py
  • Google page rank algorithm with visual for handful of web pages.

Wifi Reception

  • wifi_reception_model.ipynb
  • Simulates receiver nodes needing to both receive reception from a source before we count it as successful

Chutes and Ladders

  • chutes_ladders.py
  • Treats simple chutes and ladders game as a Markov chain and analyzes game statistics.

Visualize

  • graphVizWrapper.py
  • For viewing graphs with graphviz library.