mnwright

simpleRF

A simple implementation of random forests in plain R

raster-rforge

A clone of R's raster package from r-forge, for community contributions/discussion.

Rcpp-tutorial

abstracts

batchtools

Tools for computation on batch systems

condpfi

Conditional (Permutation) Feature Importance

data.tree

General Purpose Hierarchical Data Structure for R

edarf

exploratory data analysis using random forests

ffjord

code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".

ggplot2

An implementation of the Grammar of Graphics in R

grf

Generalized Random Forests

iml

iml: interpretable machine learning R package

ipred

:exclamation: This is a read-only mirror of the CRAN R package repository. ipred — Improved Predictors

lime

Local Interpretable Model-Agnostic Explanations (R port of original Python package)

mlr3extralearners

Extra learners for use in mlr3.

mnwright.github.io

nnfor

Planted_Forest

Interpretable machine learning algorithm

presentations

r2pmml

R library for converting R models to PMML

riskRegression

R package for risk regression and prediction with censored data

shap

A game theoretic approach to explain the output of any machine learning model.

survivalsvm

Survival Support Vector Analysis

tensorflow

TensorFlow for R

test_ranger_runtime

Runtime tests for ranger

tree.interpreter

Decision tree interpreter for randomForest/ranger as described in

treeexplainer-study

Code and documentation for experiments in the TreeExplainer paper

treeshap

Explain your tree model with shap values efficiently

ttest

tuneRF

Automatic tuning of random forests