Scott Sun's Projects
Statistical analysis tasks in Bayesian framework using R and Stan (all class materials from Rose-Hulman MA483)
developing various classifier from scratch
685 final project
simple rpg game written in Java
a suite of software tools for parsing/searching/analyzing electronic health record (EHR) data
Multivariable EM Linear Regression
implement entity embedding for solving missingness in structured data (i.e. EHR data)
Basic outline to initialize environments with R or Python kernels in Jupyter platforms
implementing two different methods to solve data missingness: 1. maximum likelihood, 2. truncated inverse probability weighting
Duke Machine Learning Summer School 2022
Corrupt MNIST in PyTorch
Modern Bayesian statistics, STA 360/602, Duke University, Department of Statistical Science
a suite of apps that uses mongodb and pytorch (Duke BIOSTAT821 project)
example structure of rmd reference & pubs
duke-sta561-final-proj
csse433-class-project