SurvSHAP(t): Time-dependent explanations of machine learning survival models
☆100Jan 4, 2024Updated 2 years ago
Alternatives and similar repositories for survshap
Users that are interested in survshap are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Explainable Machine Learning in Survival Analysis☆118Jun 15, 2024Updated 2 years ago
- Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Even…☆369Apr 4, 2024Updated 2 years ago
- Dynamic Deep Hit - Pytorch implementation☆34Apr 29, 2026Updated 2 months ago
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆65Sep 25, 2023Updated 2 years ago
- Survival analysis with PyTorch☆988Sep 4, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Local interpretability for survival models☆24May 27, 2024Updated 2 years ago
- Implementation of the DeepHit model for survival analysis with competing risks using PyTorch☆15May 27, 2026Updated last month
- Code for the Paper "Automatic Feature Selection for Survival Analysis with Deep Learning"☆16Jul 2, 2020Updated 5 years ago
- DeepHit: A Deep Learning Approach to Survival Analysis with Competing Risks☆237Feb 12, 2025Updated last year
- ☆33Jan 29, 2022Updated 4 years ago
- Comparing DeepHit and DeepSurv models on the SUPPORT dataset☆19Aug 12, 2021Updated 4 years ago
- Implementation of DeepSurv using Keras☆51Jul 6, 2023Updated 2 years ago
- Open source package for Survival Analysis modeling☆370Mar 11, 2024Updated 2 years ago
- SurvivalGAN: Generating Time-to-Event Data for Survival Analysis☆28Feb 27, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The most comprehensive Python package for evaluating survival analysis models.☆51Jun 20, 2026Updated last week
- ☆14Feb 13, 2022Updated 4 years ago
- Survival analysis built on top of scikit-learn☆1,307Jun 21, 2026Updated last week
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆14Aug 12, 2021Updated 4 years ago
- DeepSurv is a deep learning approach to survival analysis.☆697Aug 27, 2020Updated 5 years ago
- Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data☆101Sep 2, 2020Updated 5 years ago
- ☆11Apr 23, 2021Updated 5 years ago
- Friedman's H-statistics☆34Jan 1, 2026Updated 6 months ago
- Repository for the review paper "Deep Learning for Survival Analysis: A Review"☆29Feb 25, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆31Nov 26, 2022Updated 3 years ago
- Different SHAP algorithms☆62Sep 20, 2025Updated 9 months ago
- Our solution (1st/98) for the 2020 challenge proposed by Owkin and hosted by ENS - Collège de France on predicting lung cancer survival t…☆11Dec 15, 2020Updated 5 years ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Dec 8, 2025Updated 6 months ago
- Tutorial on survival analysis using TensorFlow.☆46May 16, 2020Updated 6 years ago
- Survival analysis using Deep Learning.☆15Apr 12, 2023Updated 3 years ago
- ☆17Jun 27, 2023Updated 3 years ago
- [npj Digital Medicine] "Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence m…☆20Dec 18, 2024Updated last year
- Materiały z seminariów prowadzonych w MI^2 DataLabie.☆34Jun 24, 2026Updated last week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Package for Explanations of Remote Sensing Imagery☆21Jul 20, 2025Updated 11 months ago
- Fast multivariate imputation by random forests.☆72Apr 6, 2025Updated last year
- A Python package with explanation methods for extraction of feature interactions from predictive models☆34Nov 18, 2023Updated 2 years ago
- COX Proportional risk model and survival analysis implemented by tensorflow.☆106Mar 5, 2021Updated 5 years ago
- Replication of the RNN-SURV architecture☆14Mar 25, 2023Updated 3 years ago
- Longitudinal Mediation with Modified Treatment Policies☆12Sep 26, 2025Updated 9 months ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆15Dec 9, 2024Updated last year