yuvrajiro / cobsurv

The cobsurv package

cobsurv : Cobra Ensemble for Conditional Survival

Cobra Ensemble for Conditional Survival are algorithms, designed for survival prediction using proximity information. The k-NN survival, Random Survival Forest, Kernel Survival are some examples of Cobra Ensemble for Conditional Survival. While this package tends to provide those algorithms later, currently the package provides the following algorithms:

• COBRA Survival

For now other algorithms are taken from scikit-survival and np_survival to provide as a base learner for the ensemble algorithms.

installation

pip install cobsurv

The documentation is available at https://cobsurv.readthedocs.io/en/latest/

Citation

@misc{goswami2023areanorm,
      title={Area-norm COBRA on Conditional Survival Prediction}, 
      author={Rahul Goswami and Arabin Kr. Dey},
      year={2023},
      eprint={2309.00417},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}