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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

blockchain-based-electronic-lab-notebook

Course project of MGE450 Project Lab, UNIST (Hyperledger Composer)

classifying-brain-signal-of-pain

Course project of MGE304 Management Engineering Methodologies, UNIST

course_cs211-data-privacy

federated-learning-in-pytorch

Handy PyTorch implementation of Federated Learning (for your painless research)

federated-learning-with-flower

Simple simulation of federated learning (FedAvg) using Flower framework

few-shot-ner

Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"

least-squares-audio-processing

Course project of MGE201 Operations Research I, UNIST

model-agnostic-meta-learning-pytorch

Model Agnostic Meta Learning (Finn et al., 2017; MAML) implemented in PyTorch

nerfies.github.io

object-oriented-programming

Course works of CSE241 Object Oriented Programming, UNIST

prototypical-networks-pytorch

Prototypical Networks (Snell et al., 2017; ProtoNet) implemented in PyTorch

superfed

(SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)

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".

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