christophM/interpretable-ml-book
Book about interpretable machine learning
Interpretable Machine Learning researcher. Author of Interpretable Machine Learning Book: https://christophm.github.io/interpretable-ml-book/
Repositories
christophM/weihnachtsfeier-spiele
Spiele für Statistiker Weihnachtsfeier
christophM/rulefit
Python implementation of the rulefit algorithm
christophM/iml-talk
Talk about interpretable machine learning
christophM/lime-1
Local Interpretable Model-Agnostic Explanations (R port of original Python package)
christophM/openml-r
R package to interface with OpenML
christophM/fxtract
christophM/DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
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.
christophM/awesome-tabular-foundation-models
A curated collection of research on tabular foundation models: models pretrained on large-scale (synthetic) data that generalize to unseen tabular tasks at inference time.
christophM/explain-ml
christophM/christophm.github.io
My personal website
christophM/tidy-text-mining
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
christophM/infinite-data-hallucinator
Script to generate datasets with GPT-3
christophM/kaggle-yelp
My approach for the kaggle yelp competition http://www.kaggle.com/c/yelp-recruiting
christophM/static-sites-template
The template repo for static site generation under Tiddlywiki
christophM/water-supply-forecast-rodeo-runtime
Data and runtime repository for the Water Supply Forecast Rodeo competition on DrivenData
christophM/r
Using R with Jupyter / RStudio on Binder
christophM/iml-course
Course about interpretable machine learning
christophM/paper_conditional_subgroups
Code for the paper: Model-agnostic Feature Importance and Effects with Dependent Feature -- A Conditional Subgroup Approach
christophM/lime
Lime: Explaining the predictions of any machine learning classifier
christophM/LolCrawler
Crawls League of Legends matches
christophM/overview-ctrees
Conditional trees
christophM/r-y-u-do-dis
Presentation: R, y u do dis
christophM/DiagrammeR
Graph and network visualization using tabular data in R
christophM/ipython-course-zurich
christophM/bentoML
bentoML website and blog
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...
christophM/sandbox
Trying out new ideas