terranceliu / rap-rank-reconstructionLinks
Code for reproducing https://arxiv.org/abs/2211.03128
☆14Updated 2 years ago
Alternatives and similar repositories for rap-rank-reconstruction
Users that are interested in rap-rank-reconstruction are comparing it to the libraries listed below
Sorting:
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Updated 10 months ago
- Non-parametrics for Causal Inference☆50Updated 3 years ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 4 years ago
- The R code and datasets for the paper "Random Forest Prediction Intervals"☆15Updated 7 years ago
- Design of Simulations using WGAN☆55Updated 3 years ago
- Implementation of "Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework" (JASA 2023)☆32Updated 2 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆44Updated last year
- Implementation of paper Long-Term Effect Estimation with Surrogate Representation☆13Updated 5 years ago
- Code for "Counterfactual Fairness" (NIPS2017)☆56Updated 7 years ago
- ☆10Updated 2 years ago
- ☆12Updated 6 years ago
- ☆22Updated 2 years ago
- An optimization-based algorithm to accurately estimate the causal effects and robustly predict under distribution shifts. It leverages th…☆14Updated last year
- ☆13Updated 5 years ago
- Demo data and code for "Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding".☆27Updated 4 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- Policy learning via doubly robust empirical welfare maximization over trees☆86Updated 5 months ago
- ☆81Updated 5 years ago
- Datasets derived from US census data☆273Updated last year
- ☆34Updated 3 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆69Updated last year
- Approximately balanced estimation of average treatment effects in high dimensions.☆36Updated 4 years ago
- Resources related to causality☆266Updated last year
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆11Updated 4 years ago
- Code accompanying the paper "Understanding Bias in Word Embeddings"☆22Updated 3 years ago
- Course materials for Advanced Topics in Statistical Learning, Spring 2023☆50Updated 5 months ago
- ☆53Updated 5 years ago
- Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)☆14Updated 3 years ago
- python tools to check recourse in linear classification☆77Updated 5 years ago
- library for fair auditing and learning of classifiers with respect to rich subgroup fairness.☆32Updated 6 years ago