Welcome to the Machine Learning for Scientific Research in R workshop!
Before beginning the seminar, please make sure you have R and RStudio installed.
This is a 2-part workshop.
Workshop, Part 1
Please make sure to have the following R packages installed, and if not, run these command in R (RStudio):
install.packages(c("glmnet", "selectiveInference", "PosiR", "dplyr", "ggplot2", "tidyr"), dependencies=TRUE)
Machine Learning for Scientific Research, Part 1 slides
Workshop, Part 2
Please make sure to have the following R packages installed, and if not, run these command in R (RStudio):
install.packages(c("ISLR2","dplyr","rpart","rpart.plot","ggplot2","tree","iml","grf","randomForest"), dependencies=TRUE)