dplecko / CFALinks
Causal Fairness Analysis
☆19Updated 4 months ago
Alternatives and similar repositories for CFA
Users that are interested in CFA are comparing it to the libraries listed below
Sorting:
- Code used for the paper☆10Updated last year
- ☆11Updated 3 years ago
- Simulations for predictive model selection in causal inference☆13Updated 7 months ago
- Code accompanying the paper "Empirical analysis of model selection for heterogeneous causal effect estimation"☆13Updated 7 months ago
- ☆48Updated last year
- Code for SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes (NeurIPS 2021)☆10Updated 3 years ago
- ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"☆12Updated 4 years ago
- Dynamic Deep Hit - Pytorch implementation☆28Updated 2 months ago
- Repository for the ISU Causal Inference Working Group☆12Updated last year
- Code for paper "Estimating Trustworthy Treatment Effects for Antibiotic Stewardship in Sepsis"☆18Updated 2 years ago
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆335Updated 10 months ago
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆176Updated last year
- Code for Colangelo and Lee (2025)☆14Updated 7 months ago
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆56Updated last year
- ☆13Updated last year
- Notebooks for Applied Causal Inference Powered by ML and AI☆129Updated 5 months ago
- ☆23Updated 2 years ago
- Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.☆147Updated last year
- ☆10Updated 2 years ago
- Study on mechanical power in MIMIC-III and eICU-CRD☆36Updated 6 years ago
- Code for "Counterfactual Fairness" (NIPS2017)☆55Updated 7 years ago
- Short tutorials on the use of machine learning methods for causal inference☆48Updated 2 years ago
- Nonlinear Causal Discovery with Confounders☆19Updated 2 years ago
- A customizable pipeline for data extraction from MIMIC-IV.☆255Updated last month
- Deep survival analysis made easy☆149Updated 2 weeks ago
- ☆22Updated 2 years ago
- A list of papers/resources in Survival Analysis that I have read or would like to read.☆64Updated last month
- ☆189Updated 2 years ago
- ☆58Updated 2 months ago
- Code for the paper "Joint Causal Inference from Multiple Contexts" (JMLR 2020)☆16Updated 5 years ago