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The Top 23 Survival Analysis Open Source Projects

Open source projects categorized as Survival Analysis
Categories > Survival Analysis
Lifelines ⭐ 2,227
Survival analysis in Python
dependent packages 64total releases 169most recent commit 5 months agopypi lifelines} Downloads
Mlr ⭐ 1,609
Machine Learning in R
dependent packages 40total releases 24most recent commit a year ago
Scikit Survival ⭐ 1,027
Survival analysis built on top of scikit-learn
dependent packages 14total releases 27most recent commit 5 months agopypi scikit-survival} Downloads
Pycox ⭐ 609
Survival analysis with PyTorch
dependent packages 7total releases 5most recent commit a year agopypi pycox} Downloads
Reliability ⭐ 282
Reliability engineering toolkit for Python - https://reliability.readthedocs.io/en/latest/
dependent packages 1total releases 88most recent commit 6 months agopypi reliability} Downloads
Auton Survival ⭐ 271
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
total releases 6most recent commit 7 months ago
Xgboost Survival Embeddings ⭐ 214
Improving XGBoost survival analysis with embeddings and debiased estimators
dependent packages 6total releases 8most recent commit 2 years agopypi xgbse} Downloads
Pysurvival ⭐ 214
Open source package for Survival Analysis modeling
most recent commit 2 years ago
Gpstuff ⭐ 144
GPstuff - Gaussian process models for Bayesian analysis
most recent commit a year ago
Miscellaneous R Code ⭐ 140
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. Now almost entirely superseded by the models-by-example repo.
most recent commit 4 years ago
Survival Analysis Using Deep Learning ⭐ 138
This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis
most recent commit 3 years ago
Drsa ⭐ 130
Deep Recurrent Survival Analysis, an auto-regressive deep model for time-to-event data analysis with censorship handling. An implementation of our AAAI 2019 paper and a benchmark for several (Python) implemented survival analysis methods.
most recent commit 3 years ago
Mlr3proba ⭐ 103
Probabilistic Learning for mlr3
most recent commit 5 months ago
Skpr ⭐ 103
Generates and evaluates D, I, A, Alias, E, T, G, and custom optimal designs. Supports generation and evaluation of mixture and split/split-split/N-split plot designs. Includes parametric and Monte Carlo power evaluation functions. Provides a framework to evaluate power using functions provided in other packages or written by the user.
dependent packages 1total releases 21most recent commit 7 months ago
Survex ⭐ 79
Explainable Machine Learning in Survival Analysis
total releases 4most recent commit 6 months ago
Survshap ⭐ 65
SurvSHAP(t): Time-dependent explanations of machine learning survival models
most recent commit 6 months ago
Survival.jl ⭐ 65
Survival analysis in Julia
most recent commit a year ago
Predictive Maintenance ⭐ 56
Datasets for Predictive Maintenance
most recent commit 10 months ago
Tfdeepsurv ⭐ 52
COX Proportional risk model and survival analysis implemented by tensorflow.
most recent commit 3 years ago
Random Survival Forest ⭐ 50
A Random Survival Forest implementation for python inspired by Ishwaran et al. - Easily understandable, adaptable and extendable.
dependent packages 1total releases 17most recent commit a year agopypi random-survival-forest} Downloads
Base ⭐ 50
https://www.researchgate.net/profile/Rajah_Iyer
most recent commit 9 months ago
Lmtp ⭐ 47
📦 Non-parametric Causal Effects Based on Modified Treatment Policies 🔮
total releases 5most recent commit a year ago
Autoprognosis ⭐ 43
A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
most recent commit a year ago
The 10 Most Depended On Survival Analysis Open Source Projects
Lifelines ⭐ 2,227
Survival analysis in Python
dependent packages 64total releases 169latest release September 13, 2023most recent commit 5 months agopypi lifelines} Downloads
Mlr ⭐ 1,609
Machine Learning in R
dependent packages 40total releases 24latest release September 29, 2022most recent commit a year ago
Scikit Survival ⭐ 1,027
Survival analysis built on top of scikit-learn
dependent packages 14total releases 27latest release October 08, 2023most recent commit 5 months agopypi scikit-survival} Downloads
Mets ⭐ 12
Analysis of Multivariate Event Times https://kkholst.github.io/mets/
dependent packages 8total releases 31latest release January 17, 2023most recent commit 5 months ago
Pycox ⭐ 609
Survival analysis with PyTorch
dependent packages 7total releases 5latest release January 14, 2022most recent commit a year agopypi pycox} Downloads
Xgboost Survival Embeddings ⭐ 214
Improving XGBoost survival analysis with embeddings and debiased estimators
dependent packages 6total releases 8latest release November 23, 2021most recent commit 2 years agopypi xgbse} Downloads
Pammtools ⭐ 41
Piece-wise exponential Additive Mixed Modeling tools
dependent packages 5total releases 15latest release July 13, 2023most recent commit a year ago
Joiner ⭐ 13
R package for fitting joint models to time-to-event and longitudinal data
dependent packages 2total releases 13latest release January 22, 2023most recent commit a year ago
Dynsurv ⭐ 7
Dynamic Models for Survival Data
dependent packages 2total releases 17latest release November 29, 2023most recent commit 7 months ago
The 10 Latest Releases In Survival Analysis Open Source Projects
Dynsurv ⭐ 7
Dynamic Models for Survival Data
dependent packages 2total releases 17latest release November 29, 2023most recent commit 7 months ago
Reliability ⭐ 282
Reliability engineering toolkit for Python - https://reliability.readthedocs.io/en/latest/
dependent packages 1total releases 88latest release October 31, 2023most recent commit 6 months agopypi reliability} Downloads
Scikit Survival ⭐ 1,027
Survival analysis built on top of scikit-learn
dependent packages 14total releases 27latest release October 08, 2023most recent commit 5 months agopypi scikit-survival} Downloads
Lifelines ⭐ 2,227
Survival analysis in Python
dependent packages 64total releases 169latest release September 13, 2023most recent commit 5 months agopypi lifelines} Downloads
Survex ⭐ 79
Explainable Machine Learning in Survival Analysis
total releases 4latest release September 06, 2023most recent commit 6 months ago
Frailtysurv ⭐ 9
General Semiparametric Shared Frailty Model
dependent packages 1total releases 11latest release August 13, 2023most recent commit 10 months ago
Pammtools ⭐ 41
Piece-wise exponential Additive Mixed Modeling tools
dependent packages 5total releases 15latest release July 13, 2023most recent commit a year ago
Joiner ⭐ 13
R package for fitting joint models to time-to-event and longitudinal data
dependent packages 2total releases 13latest release January 22, 2023most recent commit a year ago
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