Survival Analysis ML ML Frameworks

Machine learning frameworks and libraries for survival analysis, time-to-event prediction, and censored data modeling. Does NOT include general predictive modeling, clinical trial design tools, or epidemiological software without ML components.

There are 15 survival analysis ml frameworks tracked. 2 score above 70 (verified tier). The highest-rated is sebp/scikit-survival at 94/100 with 1,282 stars and 277,459 monthly downloads. 1 of the top 10 are actively maintained.

Get all 15 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=survival-analysis-ml&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	sebp/scikit-survival Survival analysis built on top of scikit-learn	94	Verified	1,282	Python
2	havakv/pycox Survival analysis with PyTorch	71	Verified	961	Python
3	Novartis/torchsurv Deep survival analysis made easy	66	Established	188	Python
4	soda-inria/hazardous Competing Risks and Survival Analysis	59	Established	116	Python
5	square/pysurvival Open source package for Survival Analysis modeling	50	Established	369	HTML
6	autonlab/auton-survival Auton Survival - an open source package for Regression, Counterfactual...	49	Emerging	362	Python
7	loft-br/xgboost-survival-embeddings Improving XGBoost survival analysis with embeddings and debiased estimators	46	Emerging	343	Python
8	robi56/Survival-Analysis-using-Deep-Learning This repository contains morden baysian statistics and deep learning based...	41	Emerging	221	—
9	iuliivasilev/dev-survivors Stay Alive. A Reliable and Interpretable Survival Analysis Library	39	Emerging	36	Python
10	ellenbet/survana Survana: software for survival analysis and biomarker discovery using...	37	Emerging	1	Python
11	ModelOriented/survex Explainable Machine Learning in Survival Analysis	37	Emerging	117	R
12	i6092467/vadesc A probabilistic model to cluster survival data in a variational deep...	33	Emerging	30	Jupyter Notebook
13	thecml/mensa MENSA: A Multi-Event Network for Survival Analysis with Trajectory-based...	22	Experimental	4	Jupyter Notebook
14	compbiomed-unito/survhive Convenient, opinionated wrapper around some (deep) survival models	21	Experimental	16	Jupyter Notebook
15	archettialberto/fpboost FPBoost: a gradient boosting model for survival analysis that builds hazard...	13	Experimental	5	Jupyter Notebook

Comparisons in this category

scikit-survival and pycox (94 vs 71) scikit-survival and pysurvival (94 vs 50) pycox and pysurvival (71 vs 50) scikit-survival and dev-survivors (94 vs 39) scikit-survival and survhive (94 vs 21) pycox and torchsurv (71 vs 66) torchsurv and pysurvival (66 vs 50)