HyeonhoonLee

Google_SCoRe

Paper Reproduction Google SCoRE(Training Language Models to Self-Correct via Reinforcement Learning)

TSFpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

MA-SAM

PyTorch implementation for MA-SAM

Awesome-Medical-Image-SR

We collected awesome medical image super-resolution (SR) methods and common benchmarks in this repository.

METRE

A Multidatabase ExTRaction PipEline (METRE) for facile cross validation in critical care research

sepsisdataprocessing

data processing code for MIMIC-IV 2.2

causal_ehr_mimic

Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how

MediationRL

Implementation of "A Reinforcement Learning Framework for Dynamic Mediation Analysis" (ICML 2023) in Python.

clin-summ

Clinical text summarization by adapting large language models

openai-cookbook

Examples and guides for using the OpenAI API

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

web-explorer

SurvivalEVAL

The most comprehensive Python package for evaluating survival analysis models.

BetterOCR

🔍 Better text detection by combining multiple OCR engines (EasyOCR, Tesseract, and Pororo) with 🧠 LLM.

FHIR-Analytics-Pipelines

intro-dl

Introduction to Deep Learning

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

TabLLM

hack-aotearoa

Sample code for Hack Aotearoa 2023

PyHealth

A Deep Learning Python Toolkit for Healthcare Applications.

physionet-build

The new PhysioNet platform.

yet-another-rl-tutorial

resnet1d

PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.

Skin_RL

python

Beta calibration

LightGBM-with-Focal-Loss

An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems

MIMIC-IV-Data-Pipeline

A customizable pipeline for data extraction from MIMIC-IV.

scope-rl

SCOPE-RL: A python library for offline reinforcement learning, off-policy evaluation, and selection

py-hanspell

파이썬 한글 맞춤법 검사 라이브러리. (네이버 맞춤법 검사기 사용)