ds-wook (ds wook) · GitHub

ds-wook/README.md

🎲 Interest

Machine Learning
Data Mining
Recommendation System

🧑‍💻 Open source develop

recommenders: LightGBM Ranker integration and unit tests for ranking support
pyuba: Python User Behavior Analysis
yamyam-lab: Review-based Restaurant Recommender with two stage model

👨‍🔬 Research

CATabNet: Categorical boosting based Tabnet

🏅Kaggle Competition

Linking Writing Processes to Writing Quality. 187th of 1876 🥉
Google Brain - Ventilator Pressure Prediction 171st of 2605 🥉
Indoor Location & Navigation 72nd of 1170 🥉
Riiid Answer Correctness Prediction 78th of 3395 🥈

🎖️Domestic Competition

Toss NEXT ML CHALLENGE. 5th of 709 🏅
Monthly Dacon Web CTR prediction AI Competition. 1st of 772 🏆
2022 U+ AI Ground 3rd of 658 🏆
Korea's Most Admired Companies Conference Excellence Paper Award 🏆
Monthly Dacon Credit Card User Delinquency Prediction AI Competition 2nd of 3106 🏆

Pinned Loading

recommenders-team/recommenders recommenders-team/recommenders Public

Best Practices on Recommendation Systems

Python 21.5k 3.3k
toss-next-challenge-solution toss-next-challenge-solution Public

🏅토스 NEXT ML CHALLENGE : 광고 클릭 예측(CTR) 대회 5등 모델 제출용 레포지토리🏅

Python 26 2
Riiid Riiid Public

🥈78th place in Riiid solution🥈

Python 16
ventilator-pressure-prediction ventilator-pressure-prediction Public

🥉171st place in Google brain solution🥉

Python 10
writing-quality writing-quality Public

🥉187th in Linking Writing Processes to Writing Quality solution🥉

Python 10
lunch-corp/yamyam-lab lunch-corp/yamyam-lab Public

yamyam ML experiment lab

Python 6 3