Lightgbm
LightGBM (Light Gradient Boosting Machine) is a Machine Learning library that provides algorithms under gradient boosting framework developed by Microsoft.
It works on Linux, Windows, macOS, and supports C++, Python, R and C#.
Reference
Guolin Ke, Qi Meng, Thomas Finley, Taifeng Wang, Wei Chen, Weidong Ma, Qiwei Ye, Tie-Yan Liu, LightGBM: A Highly Efficient Gradient Boosting Decision Tree, NIPS 2017, pp. 3149-3157.
Qi Meng, Guolin Ke, Taifeng Wang, Wei Chen, Qiwei Ye, Zhi-Ming Ma, Tie-Yan Liu, A Communication-Efficient Parallel Algorithm for Decision Tree, NIPS 2016, pp. 1279-1287.
License
MIT License
Links
