ggml

Aesthetically pleasing machine learning metrics powered by ggplot2.

Installation

library(devtools)

install_github("hlydecker/ggml")

Data Exploration

gg_raincloud

Struggling to pick between boxplot, violin plot, and scatter plot? Why not combine the best of all of those in one plot?

Make stunning and informative raincloud plots describing your data, inspired by this article

gg_varcorr

Plot correlation between one variable and all your variables. Add in lines where you want to specify a threshold for "too correlated".

Model Diagnostics

gg_varimp

Make pretty ggplot variable importance plots for your random forest models.