Introduction to Statistical Learning with Application in R[This repo converts the lab solutions and exercise in python]
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Jun 3, 2019 - Jupyter Notebook
#
regression-splines
Here are 6 public repositories matching this topic...
Functional Data Analysis Group
scala big-data analytics fda functional-data-analysis scalar-on-function-regression scalation regression-splines smoothing-splines fda-clustering
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Jul 27, 2017 - Scala
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Mar 25, 2019 - HTML
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.
random-forest pagerank regression mars artificial-neural-networks gam kernel-methods support-vector-machines generalized-additive-models anomaly-detection kernel-pca regression-splines smoothing-splines association-rule-mining regularized multivariate-adaptive-regression-splines projection-pursuit-regression parametric-nonlinear-regression nonparametric-nonlinear-regression
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Feb 8, 2024
In this tutorial I've covered the main ideas of the use of regressions splines and compared them.
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Sep 20, 2020 - Jupyter Notebook
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