Kaggle: Tabular Playground Series - Jan 2021

A LGBM based search engine which can search for computer vision papers published on CVPR and ICCV from 2015 to 2021

Regression model package predicting the energy above hull of perovskite oxides.

House Price Prediction - Python, XGBoost, LightGBM

[제 10회 투빅스 컨퍼런스] Tripbigs - 호텔부터 맛집까지, 여행객을 위한 추천시스템

Bronze submission for Avito Demand Prediction competition on Kaggle

This project is a demonstration of a Financial Risk Assessment application that predicts risk tolerance based on user-provided financial data. It combines machine learning models (Logistic Regression and LightGBM), FastAPI for the backend, and Streamlit for the frontend to create an interactive web application.

A lightweight machine learning framework

metaGradientBoosting (MGB) a common interface for 4 commonly used gradient boosting framework

Pump It Up: Data Mining the Water Table

Prediction using LightGBM model file

PIP package for easy abstract creation of ML models for classification or regression.

The main objective of this project is to forecast the Customer Lifetime Value (CLTV) using user and policy data.

My personal collection of LightGBM test codes

Repo for code used during MSc thesis in Applied Social Data Science at LSE. Used to analyse Centre Assessment Grades in 2020, investigating bias in teacher grading judgements.