Iterative Beran EOT

KL-Regularized Entropic Optimal Transport for Adaptive Survival Analysis with Censored Data

Content

Classic Beran estimator implementation (beran_baseline.py)
Proposed Iterative Beran + KL-regularized EOT algorithm (beran_iterative_k_ti.py)
Survival function model with adaptive weighting (survival_function_model.py)
Demo script with visualization and comparison (demo.py)
Experiment saving and loading utilities (save_results.py)
Fully reproducible requirements.txt

Clone the repository:

git clone https://github.com/NTAILab/Iterative_Beran_EOT.git
cd Iterative_Beran_EOT

Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
.gitignore		.gitignore
README.md		README.md
beran_baseline.py		beran_baseline.py
beran_iterative_EOT.py		beran_iterative_EOT.py
demo.py		demo.py
requirements.txt		requirements.txt
save_results.py		save_results.py
survival_function_model.py		survival_function_model.py