Yeonwoo Sung

Pytorch_mixture-of-experts. PyTorch implementation of moe, which stands for mixture of experts

LIMoE-pytorch. PyTorch implementation of LIMoE

ai_book. AI book for everyone

PyTorch_GNN_Implementation. PyTorch implementation of GNN models

GLOM. PyTorch implementation of GLOM

GAN_Implementation. Pytorch implementations of GANs

PyTorch_CNN_Architectures. My PyTorch implementation of CNNs. All networks in this repository are using CIFAR-100 dataset for training.

MLOps. Miscellaneous codes and writings for MLOps

SelfSupervisedLearning_PyTorch. PyTorch Implementation of Self-Supervised Learning models

FastAPI_Templates. Various templates and samples with FastAPI

MemoryAllocation. Implementation of a memory allocating function

vision-search. Image search engine

fastapi-cb. Python implementation of the Circuit Breaker pattern

EmotionRecognition_DeBERTa. Finetuning the DeBERTa v3 model for the emotion recognition task

Klue_EntityRelation. Finetuning BERT-based models with klue dataset (NER task). Achieved SOTA.

valkeymon. Valkey Monitoring Tool

metasearch-mcp. Python

scaling-rl-sample. Codes for training and aligning AI models

postgresql_cluster. PostgreSQL High-Availability Cluster (based on "Patroni" and DCS "etcd" or "consul"). Automating with Ansible.

search-and-go. Web search engine service in Golang

vision-rag. Vision-based RAG

postgresql-books. Playground for learning various techniques about PostgreSQL

OmniRay. Python

DevOpsMisc. Miscellaneous codes and writings for DevOps

PyTorch_DL_Template. Jupyter Notebook

ExpoPushNotificationServer. Simple server to get the token data from the react native app for the expo push notification.

IoTFlow. Event-driven IoT service in Rust

financial-transactions. Financial transaction with CAS(Compare-and-Set), distributed lock, etc

MangaSearch. Search engine for mangas

simple-distributed-kv-store. Distributed kv store with consistent-hashing

open-ontology. Python

system-architect. Studying materials for System Architect

neurips_llm_efficiency_challenge. NeurIps LLM Efficiency Challenge

TIGAS. Text-to-Image Generating API Server with a custom pipeline of Stable Diffusion model.

micro-llm. Simple and small LLM implementations

CS4201P2. Backend part of the Oreo compiler

9roomer. Source code of 9roomer device, which collects the geiger, temperature and humidity data by using BLE and I2C communication

ElectronMonitoring. JavaScript

TuringMachines. A turing machine for both deterministic and nondeterministic way

Scheduler. An user space process scheduler simulater - a coursework for cs3104 module of University of St Andrews

WebApp. A simple web app implemented by using the react-native

CS3104P01. This is my coursework for cs3104 module of University of St Andrews

DataHub4U. A simple web server (prototype), which collects data by using the arduino (esp8266) and visualizing the collected data by using google line chart api.

CommandLineTools. The implementation of the command line tools by using the c language.