Munich

Christoph Molnar

Elite
@christophM

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

christophm.github.io/

interpretable-ml-book. Book about interpretable machine learning

5.3k

rulefit. Python implementation of the rulefit algorithm

446

explain-ml. Python

35

LolCrawler. Crawls League of Legends matches

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christophm.github.io. My personal website

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overview-ctrees. Conditional trees

12

infinite-data-hallucinator. Script to generate datasets with GPT-3

9

iml-talk. Talk about interpretable machine learning

9

iml-course. Course about interpretable machine learning

7

sandbox. Trying out new ideas

5

presentation-two-cultures. Presentation on "Statistical Modeling: The Two Cultures" from Leo Breiman

4

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

3

DiCE. Generate Diverse Counterfactual Explanations for any machine learning model.

3

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

3

weihnachtsfeier-spiele. Spiele für Statistiker Weihnachtsfeier

2

kaggle-yelp. My approach for the kaggle yelp competition http://www.kaggle.com/c/yelp-recruiting

2

r-y-u-do-dis. Presentation: R, y u do dis

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DiagrammeR. Graph and network visualization using tabular data in R

2

lime. Lime: Explaining the predictions of any machine learning classifier

2

ipython-course-zurich. CSS

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mlr. mlr: Machine Learning in R

1

solarBot. Python

1

tidy-text-mining. Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson

1

r. Using R with Jupyter / RStudio on Binder

1

emacs-config. my messy emacs config

1

bentoML. bentoML website and blog

1

GSoC-test. Test for GSoC 2012

1

lol. league of legends analysis stuff

1

util. R utility function

1

openml-r. R package to interface with OpenML

1

static-sites-template. The template repo for static site generation under Tiddlywiki

1

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

1

lol-champ-select. R

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