christophM

Interpretable Machine Learning researcher. Author of Interpretable Machine Learning Book: https://christophm.github.io/interpretable-ml-book/

Munich

Pinned Repositories

christophm.github.io
My personal website
Language:SCSS1713
explain-ml
Language:Python33 5 110
iml-course
Course about interpretable machine learning
7 6 02
iml-talk
Talk about interpretable machine learning
Language:HTML8 4 18
infinite-data-hallucinator
Script to generate datasets with GPT-3
Language:Jupyter Notebook80
interpretable-ml-book
Book about interpretable machine learning
Language:Jupyter Notebook4.7k 137 1981k
LolCrawler
Crawls League of Legends matches
Language:Python23 7 07
overview-ctrees
Conditional trees
1210
rulefit
Python implementation of the rulefit algorithm
Language:Python401 17 36109
shap-book
Language:Jupyter Notebook10 2 03

christophM's Repositories

christophM/interpretable-ml-book
Book about interpretable machine learning
Language:Jupyter Notebook4.7k 137 1981k
christophM/rulefit
Python implementation of the rulefit algorithm
Language:Python401 17 36109
christophM/LolCrawler
Crawls League of Legends matches
Language:Python23 7 07
christophM/christophm.github.io
My personal website
Language:SCSS1713
christophM/shap-book
Language:Jupyter Notebook10 2 03
christophM/iml-talk
Talk about interpretable machine learning
Language:HTML8 4 18
christophM/infinite-data-hallucinator
Script to generate datasets with GPT-3
Language:Jupyter Notebook80
christophM/iml-course
Course about interpretable machine learning
7 6 02
christophM/sandbox
Trying out new ideas
Language:R5 4 13
christophM/DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
Language:Python3 2 02
christophM/paper_conditional_subgroups
Code for the paper: Model-agnostic Feature Importance and Effects with Dependent Feature -- A Conditional Subgroup Approach
Language:R3 3 01
christophM/DiagrammeR
Graph and network visualization using tabular data in R
Language:R2 3 02
christophM/ipython-course-zurich
Language:CSS23
christophM/lime
Lime: Explaining the predictions of any machine learning classifier
Language:JavaScript2
christophM/weihnachtsfeier-spiele
Spiele für Statistiker Weihnachtsfeier
Language:HTML22
christophM/All-purpose-biomod
A repository for R script that has been developed to make biomod2 more accessible. Designed for my students. Work in progress...
Language:R1 2 0
christophM/awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
1 1 0
christophM/bentoML
bentoML website and blog
Language:CSS1 3 02
christophM/mlr
mlr: Machine Learning in R
Language:R1 2 01
christophM/openml-r
R package to interface with OpenML
Language:Jupyter Notebook1 3 0
christophM/r
Using R with Jupyter / RStudio on Binder
Language:Jupyter Notebook1 3 0
christophM/solarBot
Language:Python1 3 01
christophM/static-sites-template
The template repo for static site generation under Tiddlywiki
Language:Shell1
christophM/tidy-text-mining
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
Language:TeX11
christophM/data.table
R's data.table package extends data.frame:
Language:C1
christophM/fxtract
Language:R3 0
christophM/lime-1
Local Interpretable Model-Agnostic Explanations (R port of original Python package)
Language:R3 0
christophM/meetup
The PyData Zurich meetup
Language:Jupyter Notebook3 0
christophM/mlr-org.github.io
mlr-org landing page: http://mlr-org.github.io/
Language:CSS
christophM/water-supply-forecast-rodeo-runtime
Data and runtime repository for the Water Supply Forecast Rodeo competition on DrivenData