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University of Pennsylvania
- Philadelphia, United States
- krkim.me
- https://orcid.org/0000-0003-2063-0889
Highlights
- Pro
Stars
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
Common hyperparameter scheduling for ML
A functional GUI library written in Julia using OpenGL.
Julia package for converting Julia calculations into rendered latex.
📊 Save matplotlib figures as TikZ/PGFplots for smooth integration into LaTeX.
get things from one computer to another, safely
Implementation of variational Bayes inference algorithms
JuLS is a Julia Local Search solver that combines Constraint Based Local Search (CBLS) and Constraint Programming (CP)
Efficient, lightweight variational inference and approximation bounds
A open-source guide that demystifies how U.S. universities evaluate and admit students into Computer Science PhD programs.
Code repository for Particle Denoising Diffusion Sampler
A minimal Pytorch Implementation of Stochastically Quantized Variational AutoEncoder (SQ-VAE) by Sony
Implementation of normalising flows and constrained random variable transformations
A beautiful inline overlay for Emacs (Flycheck | Flymake)
A plugin that does one thing only: Detect and manage duplicate items in Zotero.
🐍 Geometric Computer Vision Library for Spatial AI
Emacs major mode for Lean 4
Abstract types and interfaces for Markov chain Monte Carlo methods
Proximal algorithms for nonsmooth optimization in Julia
Experiments for https://arxiv.org/abs/2408.12057 (method has been renamed OAIS)
Cross-architecture parallel algorithms for Julia's CPU and GPU backends. Targets multithreaded CPUs, and GPUs via Intel oneAPI, AMD ROCm, Apple Metal, Nvidia CUDA.
Simple package for literate programming in Julia