• Stars
    star
    1
  • Language
    Jupyter Notebook
  • Created over 4 years ago
  • Updated over 4 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

This Python tutorial is about Shapely values for model interpretability

More 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 Cramรฉr'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

demo_shapviz

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