survival_boost is an extention of XGboost (Extreme Gradient Boosting) method for survival data. https://en.wikipedia.org/wiki/XGBoost
The main function is based on using Cox model as the loss function. The secondary implmentation is based on SCI (Smoothed Concordance Index)