DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

Explainable Machine Learning in Survival Analysis

Draw forestplot in R

Survival analysis workshop using R

Easy grafs, ANOVAs and posthoc comparisons.

3D Visualization of Brain MRI

Rapid Calculation of Model Metrics

This repository contains code examples for several methods in a Causal Inference in RCTs short course.

Sample size for validation a cox based prediction model