Nayeon Kwon's repositories
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
Awesome-Self-Supervised-Papers
Paper bank for Self-Supervised Learning
BayesianSocialScience
사회과학자를 위한 데이터과학 방법론 (코드 저장소)
Awesome-TimeSeries-SpatioTemporal-Diffusion-Model
A list of current Diffusion Model for Time Series and SpatioTemporal Data with awesome resources (paper, application, review, survey, etc.).
clinicalBERT
repository for Publicly Available Clinical BERT Embeddings
data-science-at-the-command-line
Data Science at the Command Line
DirectML
DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. DirectML provides GPU acceleration for common machine learning tasks across a broad range of supported hardware and drivers, including all DirectX 12-capable GPUs from vendors such as AMD, Intel, NVIDIA, and Qualcomm.
EffectivePyTorch
PyTorch tutorials and best practices.
fastbook
Draft of the fastai book
KOHI_advance_2021
KOHI advanced 2021
KR-WordRank
비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다
lobe-chat
🤯 Lobe Chat - an open-source, modern-design ChatGPT/LLMs UI/Framework. Supports speech-synthesis, multi-modal, and extensible plugin system. One-click FREE deployment of your private ChatGPT/Gemini/Ollama chat application.
mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC-III database
MIMIC_Extract
MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
ML-Papers-Explained
Explanation to key concepts in ML
ml_monolepo_learning_packages
super-monorepo for machine learning and algorithmic trading
siml
Machine Learning algorithms implemented from scratch
tidybayes.rethinking
R package to allow tidybayes to work with the rethinking package
tutorial
educational material
zeppelin
Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.