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Data-Mining

This repository contains lab work and projects on
1)PCA-PCA and reconstruction for images from scartch (numpy and matplotlib)
2)Decision tree
3)Naive bayes classifier(Nepali news categorization with bayesian method)
4)k-NN
5)clustering(image segmentation using clustering
6)ANN from scratch using vanilla python and numpy
7)Association analysis(Market basket analysis of itemsets)

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PCA, ANNs , Trees,Naive Bayes, KNN, Association Analysis

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