Jihyeong Ko's Projects
'Personalized Item Recommendation System🎁' project which won the 2nd place in L.POINT Big Data Competition.
'Recommendation of Potential Regions for the Financial Enterprises🏢' project which won the 1st place in KCB Finance Data Visualization Compeition.
a project 'AI YouTube Consultant🤡' which help youtuber increase the number of subscribers
Alternating Least Squares Python Implementation (ref. Collaborative Filtering for Implicit Feedback Datasets)
A topic-centric list of HQ open datasets.
CF-NADE PyTorch Implementation
Jihyeong Ko et al., Contrastive Learning for Topic-Dependent Image Ranking, 2022
PyTorch Implementation for Complete the Look: Scene-based Complementary Product Recommendation
implementations of popular models for contrastive learning
a rough machine-learning pipeline🤖
clone codes of pytorch, deep learning framework for studying
a project to improve camera image quality using AI
an Image Classification Task about whether he or she wear a mask or not, how old, and his or her gender
a contents-based recommender system for kakao brunch users
simple chat bot using pretrained BERT from huggingface
a competition of multi-label classification using computer vision
an classification project which classify gender, age group, and mask state from human mask image
a relation extraction project
a dialouge-state-tracking project which predict dialogue state according to user/system's utterances
a math-formula image recognition project which placed at the first place in a competition hosted by NAVER CONNECT boostcamp AI Tech
prediction_1st_project
a repo to report studies about solving computer algorithm problems
Multi GPU Training Code for Deep Learning with PyTorch
all about recommender sytem
a project for the research internship in Mathematics, University of Seoul
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent