Seok-Ju Hahn (Adam)'s repositories
Federated-Learning-in-PyTorch
Handy PyTorch implementation of Federated Learning (for your painless research)
Algorithms-for-Optimization-Python
Unofficial implementation in Python porting of the book "Algorithms for Optimization" (2019) MIT Press by By Mykel J. Kochenderfer and Tim A. Wheeler
Federated-Learning-with-Flower
Simple simulation of federated learning (FedAvg) using Flower framework
Prototypical-Networks-PyTorch
Prototypical Networks (Snell et al., 2017; ProtoNet) implemented in PyTorch
Model-Agnostic-Meta-Learning-PyTorch
Model Agnostic Meta Learning (Finn et al., 2017; MAML) implemented in PyTorch
Blockchain-based-Electronic-Lab-Notebook
Course project of MGE450 Project Lab, UNIST (Hyperledger Composer)
T2D-Predictive-Modeling-for-Korean-with-gPRS-and-Metabolites
Source code of the paper, "Prediction of Type 2 Diabetes using Genome-wide Polygenic Risk Score and Metabolic Profiles: A Machine Learning Analysis of Population-based 10-year Prospective Cohort Study".
Classifying-Brain-Signal-of-Pain
Course project of MGE304 Management Engineering Methodologies, UNIST
Least-Squares-Audio-Processing
Course project of MGE201 Operations Research I, UNIST
Object-Oriented-Programming
Course works of CSE241 Object Oriented Programming, UNIST
vert-papers
This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).
Yelp-Restaurant-Photo-Classification
Past Kaggle competition : Yelp Restaurant Photo Classification
Few-shot-NER
Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"