lightbgm

MoinDalvs/Gradient_Boosting_Algorithms_From_Scratch

4 Boosting Algorithms You Should Know – GBM, XGBoost, LightGBM & CatBoost

vishnupriyanpr/PrediChurn

A full ML pipeline for customer churn prediction in telecom, banking, or SaaS. Includes robust data cleaning, automatic feature engineering, model training/tuning (Logistic Regression, RF, XGBoost), interpretability, and interactive dashboards for actionable business retention insights.

vishnupriyanpr/SaleFore-AI

SaleFore AI: Ultra-accurate sales forecasting using ensemble ML (XGBoost, LightGBM, CatBoost) with RTX 4060 GPU optimization. Achieves 88-95% accuracy with advanced hyperparameter tuning.

iamjr15/Ensemble-AI-Text-Detection

This project detects AI-generated text using an ensemble of classifiers: Multinomial Naive Bayes, Logistic Regression, LightGBM, and CatBoost. It includes robust data preprocessing, model development, and evaluation, ensuring accurate identification of AI-generated content from a diverse text dataset.

amlan28/Machine-Learning

All Possible Machine Learning algorithms implementation in jupyter notebook with csv file.

anthonydwan/Kaggle-Tabular_Playground_Series_Jan_2021

predicting a continuous target (regression) based on number of anonymous features columns given in the data.

butlerem/intrusion-detection-api

Flask API for real-time intrusion detection using a threshold-optimized LightGBM model.

MaoIlich/Project-3-Ensemble-Techniques---Term-Deposit-Sale

Goal Using the data collected from existing customers, build a model that will help the marketing team identify potential customers who are relatively more likely to subscribe term deposit and thus increase their hit ratio

harimittapalli/AmExpert-2019

Analytics Vidhya AmExpert ML Competition

thuvarahan97/DataStorm1.0_TeamFixzels

Data Storm 1.0 - Business Problem - Team Fixzels

Akash1070/Deploying-Machine-Learning-Models-via-Microsoft-Azure

Deploying Flight Price Prediction via Microsoft Azure

ANI717/Magnificent_7_Analysis

Magnificent 7 Stock Analysis

butlerem/intrusion-detection-dashboard

Interactive Streamlit app for visualizing network traffic and predicting intrusions using a LightGBM model.

Luffy-Yao/LightGBM_Application

MarcoXM/WayfairCompetition

Using Data to Bring Customers Home

varshithdupati/transaction-fraud-detection

Machine Learning pipeline for financial transaction fraud detection. Incorporates SMOTE, ensemble models, neural networks.