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1. E-mail-classification--Spam-filter- E-mail-classification--Spam-filter- Public

   This code learns from a set of spam files using the Bag-of-words technique and applies machine learning classification techniques such as Decision Trees and Logistic Regression to sort Genuine Mail…

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2. 9-Men-Morris-using-Minimax-algorithm-and-Alpha-beta-approxiamtion 9-Men-Morris-using-Minimax-algorithm-and-Alpha-beta-approxiamtion Public

   This is an implementation of minimax decision making algorithm used on 9 Men Morris game. Further alpha beta approximation is used for fast solutions

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3. Expectation-Maximization-Algorithm Expectation-Maximization-Algorithm Public

   A code snippet that runs EM algorithm on a .csv data and returns analysis values

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4. Email-Classification--Perceptrons- Email-Classification--Perceptrons- Public

   This code uses Bag-of-words technique to train itself to learn from a collection of spam. Its an application of Perceptron single layered classification.

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5. Image-compression-using-K-means-Clustering Image-compression-using-K-means-Clustering Public

   This small snippet shows the power K means algorithm used in compressing images. It basically clubs adjoining 'K' neighboring pixels having near values and averages them. Outputs a jpeg.

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6. Word-Error-Rate-Between-two-files Word-Error-Rate-Between-two-files Public

   This small code reads two similar text files and calculates the word error rate between them. (the substitution, insertion, deletion weights are taken as 1)

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