SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data
☆22Oct 25, 2021Updated 4 years ago
Alternatives and similar repositories for survITE
Users that are interested in survITE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Causal Inference☆11May 25, 2020Updated 6 years ago
- The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation (NeurIPS 2021) by Alex J. Chan, Ioana Bica, Alihan Huyuk…☆29Jan 5, 2022Updated 4 years ago
- Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.☆158Jun 22, 2024Updated 2 years ago
- Causal Inference using Deep Bayesian Dynamic Survival Models☆12Apr 23, 2022Updated 4 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆32Aug 3, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 4 years ago
- An optimization-based algorithm to accurately estimate the causal effects and robustly predict under distribution shifts. It leverages th…☆14Jul 10, 2024Updated 2 years ago
- ☆17Aug 17, 2024Updated last year
- Equivariant layers for RC-complement symmetry in DNA sequence data☆13Feb 24, 2022Updated 4 years ago
- Code for submission XXXX☆11Jul 20, 2023Updated 3 years ago
- Longitudinal Mediation with Modified Treatment Policies☆12Sep 26, 2025Updated 10 months ago
- An Alternative Implementation of Entropy Balancing Weights For Estimating Causal Effects☆11Jul 28, 2021Updated 5 years ago
- Deep Learning for Quantile Regression under Right Censoring☆31Nov 16, 2021Updated 4 years ago
- An adapted PyTorch implementation of a Deep Recurrent Survival Analysis model.☆21Apr 12, 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.
- ☆10Nov 30, 2022Updated 3 years ago
- Source codes and examples for DeepPrime☆15Dec 17, 2024Updated last year
- An R package for tidyverse-friendly causal inference☆10Aug 2, 2019Updated 7 years ago
- ☆23Dec 19, 2022Updated 3 years ago
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆28Apr 11, 2026Updated 4 months ago
- ☆28Mar 30, 2024Updated 2 years ago
- CONditionals for Ordinal Regression and classification in tensorflow☆17Aug 1, 2022Updated 4 years ago
- SurvivalGAN: Generating Time-to-Event Data for Survival Analysis☆30Feb 27, 2023Updated 3 years ago
- SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks☆15Mar 2, 2023Updated 3 years ago
- 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.
- Calculates the Variant Allele Fraction of variants in VCF files☆19Nov 28, 2024Updated last year
- R bindings to html-tidy C interface☆14Aug 15, 2022Updated 4 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆21Jan 4, 2023Updated 3 years ago
- Scripts and Data associated with our publication on genomic signatures to discriminate LUAD and LUSC lung cancer types using TCGA data☆11Mar 2, 2022Updated 4 years ago
- Bencharking pipeline for evaluating Transcriptomic representations for perturbation tasks☆15Nov 5, 2024Updated last year
- [MICCAI2023] XSurv: Merging-Diverging Hybrid Transformer Networks for Survival Prediction☆12Oct 2, 2023Updated 2 years ago
- Smoothing for Covariance matrix Modelling☆11May 27, 2025Updated last year
- ☆11Apr 5, 2024Updated 2 years ago
- This is the official code for the paper Learning Represenations with Contrastive Self-Supervised Learning for Histopathology Applications☆13Aug 17, 2022Updated 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.
- Tidymodels for Nested/Panel Data☆13Sep 30, 2023Updated 2 years ago
- CRAN R package: Impute missing values based on automated variable selection☆16Jul 21, 2021Updated 5 years ago
- ☆14Jul 13, 2022Updated 4 years ago
- Statistical Inference for Random Forests☆19Mar 11, 2019Updated 7 years ago
- NeurIPS paper 'Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis'