shftan

surfin

Statistical Inference for Random Forests

auditblackbox

Data and code for the paper "Distill-and-Compare: Auditing Black-Box Models Using Transparent Model Distillation" presented at AAAI/ACM AIES 2018. https://arxiv.org/abs/1710.06169

tree_ensemble_distance

An implementation of the gradient boosted tree distance presented in "Tree Space Prototypes: Another Look at Making Tree Ensembles Interpretable". S Tan, M Soloviev, G Hooker, and MT Wells. ACM-IMS FODS 2020. https://arxiv.org/abs/1611.07115

stan_tutorial

Basic tutorial to get started with Stan

craigslistSearcher

Search Craigslist using keywords

distilled_additive_explanations

jsmsocialgood

Statistics for Social Good topic-contributed session at JSM

shftan.github.io

Personal website