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R_Projects\nA collection of R projects on data science using machine learning and deep learning (codes only)\n\n\u003cimg src=\"https://www.r-project.org/Rlogo.png\"\u003e\n\n\u003cbr\u003e\n\nCONTENTS\n\n\u003chr\u003e\n\n\u003col\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/simple_linear_regression.R\"\u003eSimple Linear Regression\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/multiple_linear_regression.R\"\u003eMultivariate Regression\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/polynomial_regression.R\"\u003ePolynomial Regression\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/svr.R\"\u003eSupport Vector Regression\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/logistic_regression.R\"\u003eLogistic Regression\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/decision_tree_classification.R\"\u003eDecision Tree Classifier\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/random_forest_classification.R\"\u003eRandom Forest Classifier\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/svm.R\"\u003eSupport Vector Machine\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/kernel_svm.R\"\u003eKernel SVM\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/naive_bayes.R\"\u003eNaive Bayes Classifier\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/knn.R\"\u003eK Nearest Neighbour\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/k_means_clustering.R\"\u003eK Mean Clustering\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/hc.R\"\u003eHeirarchical Clustering\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/upper_confidence_bound.R\"\u003eUpper Confidence Bound\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/thompson_sampling.R\"\u003eThomson Sampling\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/apriori.R\"\u003eApriori Method\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/eclat.R\"\u003eEclat Method\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/pca.R\"\u003ePrincipal Component Analysis\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/lda.R\"\u003eLinear Dicriminant Analysis\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/kernel_pca.R\"\u003eKernel PCA\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/k_fold_cross_validation.R\"\u003eK Fold Cross Validation\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/xg_boost.R\"\u003eExtreme Gradient Boosting\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/natural_language_processing.R\"\u003eNatural Language Processing\u003c/a\u003e\u003c/li\u003e\n  \u003cli\u003e\u003ca href=\"https://github.com/MainakRepositor/R_Projects/blob/master/ann.R\"\u003eArtificial Neural Networks\u003c/a\u003e\u003c/li\u003e\n\u003c/ol\u003e\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmainakrepositor%2Fr_ml_dl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmainakrepositor%2Fr_ml_dl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmainakrepositor%2Fr_ml_dl/lists"}