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1. k-Means-Algo-Implementation k-Means-Algo-Implementation Public archive

   Implemented k-Means algorithm in python from scratch. To demonstrate k-Means algorithm, three groups of data points (each group contains 40,000 points adding up to 1,20,000 points) were generated f…

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2. back-propagation-algo-implementation back-propagation-algo-implementation Public archive

   Back Propagation algorithm implemented from scratch using python. The program allows variable number of neurons and any activation function (provided the function and its derivative are defined in …

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3. naive-bayes-implementation naive-bayes-implementation Public archive

   Naive Bayes implemented from scratch in python. The algorithm is used to build a spam filter (using data from ). Training data consists of 70% of the data and the rest 30% of the data is treated as…

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4. perceptron-implementation perceptron-implementation Public archive

   Perceptron implemented from scratch using python. A csv file consisting of some 2d points, some of them labelled 1 and others -1, is fed to the program and a hyperplane is plotted at the end, separ…

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5. tower-of-hanoi-implementation tower-of-hanoi-implementation Public archive

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6. expand-rank-with-string-subsequence-kernel expand-rank-with-string-subsequence-kernel Public archive

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