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aleplot

:exclamation: This is a read-only mirror of the CRAN R package repository. ALEPlot — Accumulated Local Effects (ALE) Plots and Partial Dependence (PD) Plots

bartbmanew

Bayesian Additive Regression Trees using Bayesian Model Averaging (BART-BMA)

bayestree

:exclamation: This is a read-only mirror of the CRAN R package repository. BayesTree — Bayesian Additive Regression Trees. Homepage: http://www.r-project.org, http://www.rob-mcculloch.org

covid-19-data

An ongoing repository of data on coronavirus cases and deaths in the U.S.

dbarts

Discrete Bayesian Additive Regression Trees Sampler

explaininginteractions

Neurips 2020

featureimportance

An R package to assess feature importance

fes

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

grf

Generalized Random Forests

hint

HINT: Discovering Unexpected Local Nonlinear Interactions in Scientific Black-box Models

iml_methods_limitations

Seminar on Limitations of Interpretable Machine Learning Methods

interaction_interpretability

Feature Interaction Interpretability via Interaction Detection

irf

iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features

kernsmooth.jl

Local polynomial regression and density estimation in Julia.

pre

an R package for deriving Prediction Rule Ensembles

rangerbasedirf

Iterative Random Forest based on the Ranger Code Base

rfcde

Random Forests for Conditional Density Estimation

rstudio

RStudio is an integrated development environment (IDE) for R

safebart

safeBART is an implementation of Bayesian Additive Regression Trees using importance sampling. This combines aspects of BART-BMA (Hernandez et al. 2018) and safe-Bayesian Random Forests (Quadrianto and Ghahramani 2015).

semibart

R package for Bayesian semiparametric regression and structural mean models

simplerf

A simple implementation of random forests in plain R

softbart

teachshiny

vip

Variable Importance Plots (VIPs)

xbart