Pinned Repositories
Blockchain-Study
I studied system failures and concurrency control. Then I implemented a simple bank transfer system using hyperledger fabric.
COVID19-and-Subway-Passengers
Analyzing Subway Usage Patterns in Relation to Pandemic Outbreaks.
Data-Structures-and-Algorithms
I studied advanced data structures and algorithms in high school. As a result, I participated in IOI 2016 and 2017.
Ethical-Poll
Ethical-Poll is a webpage where people can post ethical questions and share their thoughts.
Hacking-Study
I studied basic knowledge about hacking. Also, I learned how to find and exploit vulnerabilities in the system by solving hacking problems.
Health-Mate
A lot of people want to exercise with other people. This application help users to find their "Health Mate" to exercise together.
itemgiver
Kakao-Shopping-Classification
Classifying millions of shopping products into 2,000 categories using a product name, brand name, and image.
MovieLens
Personalized movie recommendation research in MovieLens dataset. The current model can predict movie ratings with RMSE 0.7672.
Naver-Search-Frontend
itemgiver's Repositories
itemgiver/Blockchain-Study
I studied system failures and concurrency control. Then I implemented a simple bank transfer system using hyperledger fabric.
itemgiver/MovieLens
Personalized movie recommendation research in MovieLens dataset. The current model can predict movie ratings with RMSE 0.7672.
itemgiver/COVID19-and-Subway-Passengers
Analyzing Subway Usage Patterns in Relation to Pandemic Outbreaks.
itemgiver/Data-Structures-and-Algorithms
I studied advanced data structures and algorithms in high school. As a result, I participated in IOI 2016 and 2017.
itemgiver/Ethical-Poll
Ethical-Poll is a webpage where people can post ethical questions and share their thoughts.
itemgiver/Hacking-Study
I studied basic knowledge about hacking. Also, I learned how to find and exploit vulnerabilities in the system by solving hacking problems.
itemgiver/Health-Mate
A lot of people want to exercise with other people. This application help users to find their "Health Mate" to exercise together.
itemgiver/itemgiver
itemgiver/Kakao-Shopping-Classification
Classifying millions of shopping products into 2,000 categories using a product name, brand name, and image.
itemgiver/Naver-Search-Frontend
itemgiver/NLP-Study
I implemented bag-of-words, RNN, and BERT using PyTorch. Also, our team did a replication experiment in the don't-stop-pretraining paper.
itemgiver/Parking-Lots-Finder
Parking-Lots-Finder is a service that finds nearby parking lots for drivers.
itemgiver/Pintos
Pintos is an operating system framework created for educational purposes.
itemgiver/Robustness-of-Deep-Neural-Networks
A PyTorch based framework for Data Augmentation to Improve Robustness of Image Classification Model
itemgiver/Stereo-Vision-Study
Representing objects in 3D dimensional space using feature extraction and Unity engine.
itemgiver/UltimateTicTacToe
Implementation of game-ai that used AlphaGo's algorithm. The game-ai beats both humans and MCTS algorithm with a high winning rate.