## ----setup, include=FALSE-----------------------------------------------------
knitr::opts_chunk$set(
  echo = TRUE,
  warning = FALSE,
  message = FALSE,
  cache = TRUE, # Enable caching for faster builds
  cache.lazy = FALSE,
  fig.width = 6,
  fig.height = 4,
  dpi = 72 # Lower DPI for faster rendering
)