Pinned Repositories
hail
Cloud-native genomic dataframes and batch computing
decision-trees
Implementation of decision trees for binary categorical data using numpy. Includes regular decision trees, random forest, and boosted trees.
genotype-pca-accuracy
hail
Scalable genomic data analysis.
perceptron
Implementation of perceptron algorithm for binary classification using numpy. Online, average, and polynomial kernel models available.
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.
pwc2's Repositories
pwc2/perceptron
Implementation of perceptron algorithm for binary classification using numpy. Online, average, and polynomial kernel models available.
pwc2/decision-trees
Implementation of decision trees for binary categorical data using numpy. Includes regular decision trees, random forest, and boosted trees.
pwc2/pga-tour-shiny
Interactive Shiny app for exploratory data analysis of PGA Tour statistics from 2010-2018.
pwc2/ridge-regression
Implementation of linear regression with L2 regularization (ridge regression) using numpy.
pwc2/genotype-pca-accuracy
pwc2/hail
Scalable genomic data analysis.