Scott Sun's repositories
ehr-data-software-tool
a suite of software tools for parsing/searching/analyzing electronic health record (EHR) data
embedding-missingdata
implement entity embedding for solving missingness in structured data (i.e. EHR data)
cwgan-medmnist
685 final project
em-lm
Multivariable EM Linear Regression
rmd-ref-example
example structure of rmd reference & pubs
streamy_landmarking
duke-sta561-final-proj
missing-data-analysis
implementing two different methods to solve data missingness: 1. maximum likelihood, 2. truncated inverse probability weighting
modern-bayes
Modern Bayesian statistics, STA 360/602, Duke University, Department of Statistical Science
mlss2022
Duke Machine Learning Summer School 2022
binary-classifiers
developing various classifier from scratch
pneumonia-analyzer
a suite of apps that uses mongodb and pytorch (Duke BIOSTAT821 project)
bayesian-analysis
Statistical analysis tasks in Bayesian framework using R and Stan (all class materials from Rose-Hulman MA483)
yu-e-bao-cashflows
csse433-class-project
InitEnvironmentsInJupyter
Basic outline to initialize environments with R or Python kernels in Jupyter platforms
demon-slayer
simple rpg game written in Java
mnist-c
Corrupt MNIST in PyTorch