Patrick Cummings's repositories
perceptron
Implementation of perceptron algorithm for binary classification using numpy. Online, average, and polynomial kernel models available.
decision-trees
Implementation of decision trees for binary categorical data using numpy. Includes regular decision trees, random forest, and boosted trees.
pga-tour-shiny
Interactive Shiny app for exploratory data analysis of PGA Tour statistics from 2010-2018.
ridge-regression
Implementation of linear regression with L2 regularization (ridge regression) using numpy.
hail
Scalable genomic data analysis.
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