Aaron Schein's Projects
Beta Tucker decomposition
Bayesian Poisson Tucker decomposition
Bayesian Poisson tensor factorization
Doubly Non-Central Beta Matrix Factorization
Dirichlet process mixture models
Code for laying out on rock all day with the homies.
Simple simulations of evolutionary games on graphs.
Inheritable interface for making generative models Geweke testable.
Latent Dirichlet Allocation
Replication software, data, and supplementary materials for the paper: O'Connor, Stewart and Smith, ACL-2013, "Learning to Extract International Relations from Political Context"
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Data and code for replicating analysis of Outvote's 2018 randomized study
Poisson-Gamma dynamical systems
Poisson matrix factorization with Gibbs sampling in Julia
Poisson-Randomized Gamma Dynamical Systems
Poisson-randomized gamma Poisson matrix factorization
Samples results for Poisson tensor factorization on GDELT international relations data. Components correspond to polyadic events.
Kalman Filter, Smoother, and EM Algorithm for Python
Modern Methods of Applied Statistics (Spring 2023) STAT 34800
Modern Methods of Applied Statistics (Spring 2024) STAT 34800
Topics in Advanced Bayesian Methodology
STATS305C: Applied Statistics III (Spring, 2022)