Gyuho Suh (itemgiver)

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Gyuho Suh's repositories

Blockchain-Study

I studied system failures and concurrency control. Then I implemented a simple bank transfer system using hyperledger fabric.

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MovieLens

Personalized movie recommendation research in MovieLens dataset. The current model can predict movie ratings with RMSE 0.7672.

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COVID19-and-Subway-Passengers

Analyzing Subway Usage Patterns in Relation to Pandemic Outbreaks.

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Data-Structures-and-Algorithms

I studied advanced data structures and algorithms in high school. As a result, I participated in IOI 2016 and 2017.

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Ethical-Poll

Ethical-Poll is a webpage where people can post ethical questions and share their thoughts.

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Hacking-Study

I studied basic knowledge about hacking. Also, I learned how to find and exploit vulnerabilities in the system by solving hacking problems.

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Health-Mate

A lot of people want to exercise with other people. This application help users to find their "Health Mate" to exercise together.

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Kakao-Shopping-Classification

Classifying millions of shopping products into 2,000 categories using a product name, brand name, and image.

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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.

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Parking-Lots-Finder

Parking-Lots-Finder is a service that finds nearby parking lots for drivers.

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Pintos

Pintos is an operating system framework created for educational purposes.

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Robustness-of-Deep-Neural-Networks

A PyTorch based framework for Data Augmentation to Improve Robustness of Image Classification Model

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Stereo-Vision-Study

Representing objects in 3D dimensional space using feature extraction and Unity engine.

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UltimateTicTacToe

Implementation of game-ai that used AlphaGo's algorithm. The game-ai beats both humans and MCTS algorithm with a high winning rate.

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