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