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fastshap
Fast approximate Shapley values in Rpdp
A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.RBitmoji
An R wrapper to the overly complicated Bitmoji API ๐ฑMLDay18
Material from "Random Forests and Gradient Boosting Machines in R" presented at Machine Learning Day '18uc-bana7052-old
Course materials for BANA 7052 (Applied Linear Regression) at UCrjournal-shapley
An Introduction to Prediction Explanations with Shapley Valuestreebook
Tree-based methods for supervised learning in Rroundhouse
An R wrapper to the ICNDb API (i.e., use R to generate random Chuck Norris facts ๐)bpa
Basic pattern analysis in Rintro-ml-r
Introduction to machine learning in R (slides for Analytics Connect '18)rstratx
An R interface to the stratx Python librarymertree
Regression trees for longitudinal and clustered dataSampleSHAP.jl
A Julia port of the fastshap package in Rquarto-crc
A Quarto example of Chapman & Hall/CRC bookstreemisc
Miscellaneous data sets and functions to accompany โTree-Based Methods: A Practical Introduction (with Examples in R)โbook-spark
Distributed Machine Learning in R with Apache Spark: An Introduction Using sparklyr and rsparklingbgreenwell-blogdown
My (not so lame anymore) website...๐ramify
Additional matrix functionality for Rcprint
Print common R data structures in a format which can be used as input to the interpreterddatools
Data sets and functions to accompany "Discrete Data Analysis for Business Analytics"nppesapi
An R wrapper to the NPPES APILove Open Source and this site? Check out how you can help us