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Information and coding theory

The code correspond to the implementation of different information measures, such as the entropy, joint entropy, mutual information, etc. That are used in the context of a medical diagnosis and to play the minesweeper puzzle game with an information theory-based strategy.

This repository contains as well the implementation of compression algorithms such as Huffman, Lempel-Ziv and LZ77 for the storage of genomic data. Also applied to encode and decode a noisy channel.

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  • Python 99.3%
  • Shell 0.7%