mayer79/missRanger mayer79/missRanger

  • Stars
    star
    61
  • Rank 497,051 (Top 10 %)
  • Language
    R
  • License
    GNU General Publi...
  • Created about 8 years ago
  • Updated 3 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
mayer79/missRanger
github

mayer79

Reviews

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

Repository Details

Fast multivariate imputation by random forests.

More Repositories

1

ml_lecture

intro to ML
Jupyter Notebook
28
star
2

flashlight

Machine learning explanations
R
22
star
3

confintr

R package for calculation of standard and bootstrap confidence intervals
R
13
star
4

outForest

Outlier detection based on random forest models
R
13
star
5

MetricsWeighted

R package for weighted model metrics
R
12
star
6

splitTools

Light weight R package to do fast data splitting for cross-validation or train/valid/test splits
R
12
star
7

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
8

partialPlot

Partial dependency plots in R for xgboost, lightGBM and ranger objects
R
8
star
9

data_preparation_r

base R vs. tidyverse vs. data.table vs. sqldf
7
star
10

foodDetector

Deep learning in R and Windows...
R
4
star
11

statistical_computing_material

Material for the lecture Statistical Computing
TeX
4
star
12

xmas_tree_r

t sin(t) Xmas tree in R
R
4
star
13

permshap

Permutation SHAP
R
3
star
14

covid

Analyses on COVID-19
Jupyter Notebook
3
star
15

R-confidence-intervals-cramers-V

Function to compute confidence intervals for CramΓ©r's V measure of association
R
3
star
16

lightgbm_r_binaries

Binary lightGBM package for R Windows
3
star
17

R-confidence-intervals-R-squared

Confidence intervals on R-squared
R
2
star
18

star_boosting

R
2
star
19

random_forest_benchmark

Benchmark for random forests
R
1
star
20

car_registrations

Swiss car registrations per model visualized as bar race chart
R
1
star
21

image_art

Approximate drawings by R or Python
R
1
star
22

diamonds

R
1
star
23

actools

Tools for actuary science
R
1
star
24

Statistikskript_WiSo

Statistikskript
1
star
25

swiss_health

Premium jumps in Swiss health insurance
R
1
star
26

keras_examples

Simple Keras examples of deep learning
Python
1
star
27

tutorial_shap_diamonds

This Python tutorial is about Shapely values for model interpretability
Jupyter Notebook
1
star
28

demo_shapviz

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