nonparametric-nonlinear-regression

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williamagyapong / data-mining-projects
Houses a series of projects I worked on for a course in Data Mining that I took in my Ph.D. Data Science program at UTEP in the Fall of 2022. Covers areas such as Regularized Logistic Regression, Optimization, Kernel Methods, PageRank, Kernel PCA, Association Rule Mining, Anomaly Detection, Parametric/Nonparametric Nonlinear Regression, etc.
anomaly-detection association-rule-mining kernel-methods kernel-pca pagerank regression regression-splines regularized smoothing-splines artificial-neural-networks gam generalized-additive-models mars multivariate-adaptive-regression-splines random-forest support-vector-machines nonparametric-nonlinear-regression parametric-nonlinear-regression projection-pursuit-regression
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