9 R Packages

• = important/core packages

• arm — Regression and hierarchical models not found in base R, often used for naive Bayes - bayesglm being a useful method of performing this opperation with minimal code.

• batch — Allows for batching of scripts and passing to command line tool - useful for parallel tasks on remote servers.

• caret* — Machine Learning toolbox used to train, test, and produce ML models. Caret can make use of other packages to extend its train-test toolbox to other ML algorithms.

• data.table* — A C-based package

• dplyr* —

• DescTools* —

• devtools* —

• doParallel —

• fastLink —

• forecast —

• gbm —

• gg*-family —

  • ggplot2, ggvis, ggpubr, ggmap, ggmcmc, etc.

• glmm —

• glmnet —

• Hmisc* —

• igraph —

• imager —

• jsonlite —

• kableExtra —

• knitr* —

• lme4* —

• mcmc —

• ordinal —

• psych* —

• `randomForest`` —

• Rcpp —

• `rjags`` —

• `rstan`` —

• shiny —

• snow —

• sqldf* —

• stringi —

• stringr —

• tibble* —

• tidyr* —

  • family of packages use tidyverse

• tree —

• uuid —

• vars —

• weights —

• xts —

• xtable* —

• zip —

• zoo —