-
University of Pennsylvania
- Philadelphia, United States
- krkim.me
- https://orcid.org/0000-0003-2063-0889
Highlights
- Pro
Stars
Cross-architecture parallel algorithms for Julia's GPU backends, from a unified KernelAbstractions.jl codebase. Targets Intel oneAPI, AMD ROCm, Apple Metal, Nvidia CUDA.
Simple package for literate programming in Julia
Macros to define and implement interfaces, to ensure they are checked and correct.
Analysis of the Seoul Biking Data - EDA, Feature Engineering, Model Training
HPC setup for juliaup, julia and HPC key packages requiring system libraries
Univariate and multiple comparisons statistical hypothesis testing by data permutation
Utilities for loading posteriordb with Julia
Types with default field values, keyword constructors and (un-)pack macros
Official code for "Stochastic Localization via Iterative Posterior Sampling"
Easily and efficiently memoize any function, closure, or callable object in Julia.
Bayesian Cognitive Modeling with Turing.jl (Julia Programming Language)
A fork of doatools.py, with more DOA estimation algorithms added
A regexp/replace command for Emacs with interactive visual feedback
A highly efficient implementation of Gaussian Processes in PyTorch
Julia wrapper for the performance monitoring and benchmarking suite LIKWID.
Bayesian Generalized Linear models using `@formula` syntax.
Easily benchmark a Julia package over its commit history
The dispatch doctor prescribes type stability
Implementation of domain-specific language (DSL) for dynamic probabilistic programming
MATLAB code implementing controlled sequential Monte Carlo methods
Implementation of Arxiv:2212.08549 in Julia