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abstracts

batchtools

Tools for computation on batch systems

bnnsurvival

Bagged k-nearest neighbors survival probability prediction

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

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

healthcareai-r

R tools for healthcare machine learning

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)

maxstat

Maximally Selected Rank Statistics

meetup-10

mlr

mlr: Machine Learning in R

mlr3extralearners

Extra learners for use in mlr3.

mnwright.github.io

nnfor

planted_forest

Interpretable machine learning algorithm

presentations

qqman

R code for creating Manhattan plots and Q-Q plots for GWAS

r2pmml

R library for converting R models to PMML

randomforestci

randomForestCI

raster-rforge

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

rcpp-tutorial

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.

simplerf

A simple implementation of random forests in plain R