christophM

interpretable-ml-book

Book about interpretable machine learning

rulefit

Python implementation of the rulefit algorithm

LolCrawler

Crawls League of Legends matches

christophm.github.io

My personal website

shap-book

iml-talk

Talk about interpretable machine learning

infinite-data-hallucinator

Script to generate datasets with GPT-3

iml-course

Course about interpretable machine learning

sandbox

Trying out new ideas

DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

paper_conditional_subgroups

Code for the paper: Model-agnostic Feature Importance and Effects with Dependent Feature -- A Conditional Subgroup Approach

DiagrammeR

Graph and network visualization using tabular data in R

ipython-course-zurich

lime

Lime: Explaining the predictions of any machine learning classifier

weihnachtsfeier-spiele

Spiele für Statistiker Weihnachtsfeier

All-purpose-biomod

A repository for R script that has been developed to make biomod2 more accessible. Designed for my students. Work in progress...

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

bentoML

bentoML website and blog

mlr

mlr: Machine Learning in R

openml-r

R package to interface with OpenML

r

Using R with Jupyter / RStudio on Binder

solarBot

static-sites-template

The template repo for static site generation under Tiddlywiki

tidy-text-mining

Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson

data.table

R's data.table package extends data.frame:

fxtract

lime-1

Local Interpretable Model-Agnostic Explanations (R port of original Python package)

meetup

The PyData Zurich meetup

mlr-org.github.io

mlr-org landing page: http://mlr-org.github.io/

water-supply-forecast-rodeo-runtime

Data and runtime repository for the Water Supply Forecast Rodeo competition on DrivenData