LightGBM is a highly efficient, fast, and distributed gradient boosting framework for machine learning developed by Microsoft.
Source codeOverview
LightGBM is a fast and highly efficient gradient boosting framework developed by Microsoft. It is designed for performance and scalability, handling large datasets efficiently and offering high accuracy for various machine learning tasks.
Usage/Documentation
LightGBM supports distributed training, parallel learning, and offers various optimization features like histogram-based learning and early stopping. It is widely used in competitions and production systems. For more details, refer to the LightGBM documentation.
Installation
LightGBM can be installed using pip:
pip install lightgbm
Resources
Tutorials
There is no available tutorial for this tool.