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1. Conditional-Probability-Matrix-Statistics Conditional-Probability-Matrix-Statistics Public

   This program takes a conditional probability matrix and computes mutual information, variance, channel capacity, source/sink entropy, conditional entropy, equivocation, and system mutual information

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2. Genomic-Project-Clustering-Graphs-and-More- Genomic-Project-Clustering-Graphs-and-More- Public

   Huge project. This program looks at genomic data ( ~400x90000 matrix, 73 MB). Feature selection, descriptive statistics, data cleaning, data exploration, data visualization, k-medoids and k-means c…

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3. LZW-Encoding LZW-Encoding Public

   This program takes an input txt file and compresses it using the LZW method, as well as decoding an LZW encoded file, and getting the longest encoded string and average length of encoded string

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4. Markov-Chain Markov-Chain Public

   This program takes an input txt file, parses it, generates a Huffman Code for it, and also computes a 2nd-Order Markov Chain based on the input

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5. Neuroepithelium-3D-Simulation Neuroepithelium-3D-Simulation Public

   This program is a simulation of the neuroepithelium of the paddlefish's ampullary organs. The simulation tests whether some mathematical assumptions are true pertaining to the 3D modeling of the ne…

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6. Smoking-vs-Obesity-Regression Smoking-vs-Obesity-Regression Public

   Quick program charting smoking vs obesity rates by country, with a linear regression. Couldn't find any graphs on the subject on Google after a conversation with a friend, and decided to do a quick…

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