paidamoyo / counterfactual_survival_analysis
ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"
☆12Updated 3 years ago
Alternatives and similar repositories for counterfactual_survival_analysis:
Users that are interested in counterfactual_survival_analysis are comparing it to the libraries listed below
- SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data☆19Updated 3 years ago
- Dynamic Deep Hit - Pytorch implementation☆22Updated 10 months ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆30Updated 2 years ago
- Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. B…☆58Updated 11 months ago
- Code for ICML 2020 paper: "Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders" by I. …☆52Updated 4 years ago
- ☆12Updated 2 years ago
- ICML 2018: "Adversarial Time-to-Event Modeling"☆37Updated 6 years ago
- SurvivalGAN: Generating Time-to-Event Data for Survival Analysis☆27Updated last year
- Code to run submissions for the Atlantic Causal Inference Competition☆42Updated 6 months ago
- Create sparse and accurate risk scoring systems!☆35Updated 6 months ago
- ACM CHIL 2020: "Survival Cluster Analysis"☆17Updated 4 years ago
- ☆29Updated 3 years ago
- Codebase for GANITE: Estimation of Individualized Treatment Effects using GANs - ICLR 2018☆58Updated 4 years ago
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆83Updated last year
- Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code☆81Updated 6 years ago
- BITES: Balanced Individual Treatment Effect for Survival data☆18Updated last year
- ☆37Updated 6 years ago
- Simulations for predictive model selection in causal inference☆13Updated last month
- ☆54Updated 2 years ago
- Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series☆125Updated 2 years ago
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆37Updated last year
- The most comprehensive Python package for evaluating survival analysis models.☆34Updated 3 months ago
- Repository for the overview paper "Deep Learning for Survival Analysis: A Survey"☆24Updated 3 months ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆30Updated 2 years ago
- ☆18Updated 7 years ago
- ☆37Updated 2 years ago
- This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …☆76Updated last year
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆42Updated last year
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆48Updated last year
- Repository for the HiRID ICU Benchmark (HiB) project☆52Updated last year