Popular GitHub Repositories for Lgbmclassifier

Objective is to develop a predictive model for a consumer finance company to identify potential loan defaulters. By analyzing historical loan data, & diff. data the factors that influences loan default rate.

This project is about to detecting the text generated by different LLM given prompt. The instance is labeled by Human and Machine, and this project utilised both traditional machine learning method and deep learning method to classify the instance.

A machine learning based forecasting system for taxi demand prediction

This repo is a hands-on implementation of End-to-End MLOps Pipeline, with LGB hyperparameter tuning, MLflow model tracking and CI/CD with GitHub Actions.

预测新冠肺炎患者入院早期死亡风险

Building and leveraging a LGBM model to predict whether a mushroom is edible or poisonous

A machine learning project for binary classification of skin cancer as malignant or benign, utilizing models like XGBoost, LGBM Classifier, Adaboost, SVM, and Logistic Regression. Features comprehensive data preprocessing, model training, and evaluation for accurate diagnosis.