Seyoon Ko's repositories
DistStat.jl
Distributed computation for statistics
Julia-MPI-CuArray
CUDA-aware MPI with CuArrays.jl
ParProx.jl
GPU-Parallel L1- and latent group-penalized logistic regression and Cox proportional hazard regression using the proximal gradient method.
Hoffman2Tutorials
Tutorials for UCLA's Hoffman2 HPC Cluster Computing Resource for R and Julia
near-circulant-splitting
Code for the paper "Splitting with Near-Circulant Linear Systems: Applications to Total Variation CT and PET"
slurm-tutorial
Tutorial code for slurm and rslurm. Written for First-year Graduate Seminar, Department of Statistics, Seoul National University.
2022-July-Workshop
2022 July Workshop
CuArrays.jl
A Curious Cumulation of CUDA Cuisine
dist-primal-dual
Source code to accompany "Easily parallelizable and distributable class of algorithms for structured sparsity, with optimal acceleration".
grpregOverlap
Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates
MendelIHT.jl
Iterative hard thresholding as a multiple regression model for GWAS
Preconditioners.jl
A few preconditioners for iterative solvers.
SnpArrays.jl
Compressed storage for SNP data