# LightGBM — Light Gradient Boosting Framework by Microsoft > LightGBM is a fast, distributed gradient boosting framework by Microsoft that uses tree-based learning algorithms. It is designed for efficiency and scalability, handling large datasets with lower memory usage while maintaining high accuracy for classification, regression, and ranking tasks. ## Install Copy the content below into your project: --- Source: https://tokrepo.com/en/workflows/lightgbm-light-gradient-boosting-framework-microsoft-4749df77 Author: