Imad EL BADISY 's starred repositories
BetaRegression.jl
Regression models for beta distributed responses in Julia
Zero-to-hero-in-R
An Arabic course to introduce R
simputation
Making imputation easy
missForest
missForest is a nonparametric, mixed-type imputation method for basically any type of data for the statistical software R.
scikit-survival
Survival analysis built on top of scikit-learn
MachineShop
MachineShop: R package of models and tools for machine learning
Introduction_to_Data_Mining_R_Examples
R Code to accompany the book Introduction to Data Mining by Tan, Steinbach and Kumar (Code by Michael Hahsler)
missRanger
R package "missRanger" for fast imputation of missing values by random forests.
ggRandomForests
Graphical analysis of random forests with the randomForestSRC, randomForest and ggplot2 packages.
lecturenotes
My lecture notes Rmd template
SurvMetrics
An implementation of popular evaluation metrics that are commonly used in survival prediction including Concordance Index, Brier Score, IBS, ISE, IAE and MAE. For a detailed information, see Ishwaran H, Kogalur UB, Blackstone EH and Lauer MS (2008) <doi:10.1214/08-AOAS169> ; Moradian H, Larocque D and Bellavance F (2017) <doi:10.1007/s10985-016-9372-1> for different evaluation metrics.