Human-explainable AI.

Easily accessible PISA data

Generative or data-driven artwork made with R

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

Material from "Random Forests and Gradient Boosting Machines in R" presented at Machine Learning Day '18

A collection of data science and machine learning resources that I've found helpful (I only post what I've read!)

Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.

ggplot-based graphics and useful functions for GAMs fitted using the mgcv package

Needs cleaning + adding content - collaboration welcome!

OzUnconf19

An interactive article about the geometric intuition behind Linear Discriminant Analysis.

R package for visualising data transformation using animations.

Animated icons for R markdown and Shiny apps

BRowse Over Longitudinal Data Graphically and Analytically in R

Tidy data structures, summaries, and visualisations for missing data

Material for COMBINE NSW Workshop on R Markdown

R package to fit statistical models to repeated categorical rating data using Stan

Online teaching modules for stats and R coding inside a fictional narrative about a miniature giraffe species.

Australia-themed Colour Palettes

Source code for my slides

🚀 Automatically compile linear algebra R code to C++ with Armadillo

Generalized Additive Models in R: A Free Interactive Course

Easily generate information-rich, publication-quality tables from R

A Javascript / Node.JS port of NumPy's multivariate_normal