Michael Mayer (@mayer79)
github

mayer79

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  • Stars
    star
    227
  • Global Rank 111,538 (Top 4 %)
  • Followers 94
  • Following 39
  • Registered almost 9 years ago
  • Most used languages
    R
         73.1 %
    Jupyter Notebook
         15.4 %
    TeX
         3.8 %
    Python
         3.8 %
    HTML
         3.8 %

Top repositories

1

missRanger

Fast multivariate imputation by random forests.
R
61
star
2

ml_lecture

intro to ML
Jupyter Notebook
28
star
3

flashlight

Machine learning explanations
R
22
star
4

confintr

R package for calculation of standard and bootstrap confidence intervals
R
13
star
5

outForest

Outlier detection based on random forest models
R
13
star
6

MetricsWeighted

R package for weighted model metrics
R
12
star
7

splitTools

Light weight R package to do fast data splitting for cross-validation or train/valid/test splits
R
12
star
8

Bootstrap-p-values

Jupyter notebook showing how to get bootstrap p values in python in the two-sample t test setting
Jupyter Notebook
11
star
9

partialPlot

Partial dependency plots in R for xgboost, lightGBM and ranger objects
R
8
star
10

data_preparation_r

base R vs. tidyverse vs. data.table vs. sqldf
7
star
11

foodDetector

Deep learning in R and Windows...
R
4
star
12

statistical_computing_material

Material for the lecture Statistical Computing
TeX
4
star
13

xmas_tree_r

t sin(t) Xmas tree in R
R
4
star
14

permshap

Permutation SHAP
R
3
star
15

covid

Analyses on COVID-19
Jupyter Notebook
3
star
16

R-confidence-intervals-cramers-V

Function to compute confidence intervals for CramΓ©r's V measure of association
R
3
star
17

lightgbm_r_binaries

Binary lightGBM package for R Windows
3
star
18

R-confidence-intervals-R-squared

Confidence intervals on R-squared
R
2
star
19

star_boosting

R
2
star
20

random_forest_benchmark

Benchmark for random forests
R
1
star
21

car_registrations

Swiss car registrations per model visualized as bar race chart
R
1
star
22

image_art

Approximate drawings by R or Python
R
1
star
23

diamonds

R
1
star
24

actools

Tools for actuary science
R
1
star
25

Statistikskript_WiSo

Statistikskript
1
star
26

swiss_health

Premium jumps in Swiss health insurance
R
1
star
27

keras_examples

Simple Keras examples of deep learning
Python
1
star
28

tutorial_shap_diamonds

This Python tutorial is about Shapely values for model interpretability
Jupyter Notebook
1
star
29

demo_shapviz

Demo how to use {shapviz} to plot SHAP values
HTML
1
star