Projects in Awesome Lists by bgreenwell
A curated list of projects in awesome lists by bgreenwell .
https://github.com/bgreenwell/fastshap
Fast approximate Shapley values in R
explainable-ai explainable-ml interpretable-machine-learning shapley shapley-values variable-importance xai
Last synced: 07 Apr 2025
https://github.com/bgreenwell/pdp
A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.
black-box-model machine-learning partial-dependence-function partial-dependence-plot r visualization
Last synced: 09 Apr 2025
https://github.com/bgreenwell/rbitmoji
An R wrapper to the overly complicated Bitmoji API 😱
Last synced: 15 Apr 2025
https://github.com/bgreenwell/investr
Inverse estimation in R
calibration inverse-estimation inverse-prediction r regression
Last synced: 14 Apr 2025
https://github.com/bgreenwell/mlday18
Material from "Random Forests and Gradient Boosting Machines in R" presented at Machine Learning Day '18
decision-trees gradient-boosting-machine machine-learning partial-dependence-plot r random-forest variable-importance-plots
Last synced: 15 Apr 2025
https://github.com/bgreenwell/MLDay18
Material from "Random Forests and Gradient Boosting Machines in R" presented at Machine Learning Day '18
decision-trees gradient-boosting-machine machine-learning partial-dependence-plot r random-forest variable-importance-plots
Last synced: 26 Apr 2025
https://github.com/bgreenwell/uc-bana7052-old
Course materials for BANA 7052 (Applied Linear Regression) at UC
Last synced: 15 Apr 2025
https://github.com/bgreenwell/quarto-crc
A Quarto example of Chapman & Hall/CRC books
book latex markdown quarto quarto-template
Last synced: 15 Apr 2025
https://github.com/bgreenwell/treebook
Tree-based methods for supervised learning in R
Last synced: 15 Apr 2025
https://github.com/bgreenwell/rjournal-shapley
An Introduction to Prediction Explanations with Shapley Values
Last synced: 27 Mar 2025
https://github.com/bgreenwell/bpa
Basic pattern analysis in R
basic-pattern-analysis data-cleaning r standardization
Last synced: 15 Apr 2025
https://github.com/bgreenwell/ebm
Explainable Boosting Machines
ai blackbox explainable-ai explainable-machine-learning explainable-ml glassbox iml interpretability interpretability-and-explainability interpretable interpretable-ai interpretable-machine-learning interpretable-ml interpretable-models machine-learning xai
Last synced: 07 May 2025
https://github.com/bgreenwell/mertree
Regression trees for longitudinal and clustered data
Last synced: 06 Apr 2025
https://github.com/bgreenwell/roundhouse
An R wrapper to the ICNDb API (i.e., use R to generate random Chuck Norris facts 🙌)
api api-wrapper chuck-norris chuck-norris-jokes facts r roundhouse
Last synced: 15 Apr 2025
https://github.com/bgreenwell/rstratx
An R interface to the stratx Python library
Last synced: 27 Mar 2025
https://github.com/bgreenwell/intro-ml-r
Introduction to machine learning in R (slides for Analytics Connect '18)
Last synced: 27 Mar 2025
https://github.com/bgreenwell/dagnammit
DAG Nammit: The Challenges and Dangers of Causally Interpreting Machine Learning Models
Last synced: 10 Feb 2025
https://github.com/bgreenwell/sampleshap.jl
A Julia port of the fastshap package in R
explainable-ai explainable-ml interpretable-machine-learning julia-language julialang shapley-values xai
Last synced: 27 Mar 2025
https://github.com/bgreenwell/book-spark
Distributed Machine Learning in R with Apache Spark: An Introduction Using sparklyr and rsparkling
Last synced: 27 Mar 2025
https://github.com/bgreenwell/treemisc
Miscellaneous data sets and functions to accompany “Tree-Based Methods: A Practical Introduction (with Examples in R)”
Last synced: 06 Apr 2025
https://github.com/bgreenwell/bgreenwell-blogdown
My (not so lame anymore) website...😎
Last synced: 27 Mar 2025
https://github.com/bgreenwell/ddatools
Data sets and functions to accompany "Discrete Data Analysis for Business Analytics"
Last synced: 27 Mar 2025
https://github.com/bgreenwell/cprint
Print common R data structures in a format which can be used as input to the interpreter
Last synced: 27 Mar 2025
https://github.com/bgreenwell/invest-lmm-paper
Inverse estimation in linear mixed-effects models
Last synced: 27 Mar 2025
https://github.com/bgreenwell/interpretablemachinelearning
CRAN task view for interpretable machine learning
Last synced: 27 Mar 2025
https://github.com/bgreenwell/intro-fastshap
A brief introduction to scalable Shapley explanations with the fastshap package in R
Last synced: 27 Mar 2025
https://github.com/bgreenwell/rladies-iml
Some (rough) slides I put together for an R-Ladies meetup
Last synced: 27 Mar 2025
https://github.com/bgreenwell/uc-bana7042
UC BANA 7042: Statistical Modeling
Last synced: 14 Mar 2025
https://github.com/bgreenwell/concentric
Random triangles on concentric circles
Last synced: 27 Mar 2025
https://github.com/bgreenwell/imgflipr
An R Wrapper to the Official Imgflip API
Last synced: 27 Mar 2025
https://github.com/bgreenwell/calibrater
Calibration curves for binary classification
Last synced: 27 Mar 2025
https://github.com/bgreenwell/afsc
R tools for Air Force Specialty Codes (AFSCs)
Last synced: 27 Mar 2025
https://github.com/bgreenwell/pkgbday
Determine the birthday and age of any R package on CRAN (warning: experimental and probably useless!)
Last synced: 27 Mar 2025