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Code accompanying the paper "Empirical analysis of model selection for heterogeneous causal effect estimation"

Python 9 3 Updated Apr 29, 2024
Jupyter Notebook 4 1 Updated Jan 13, 2023

script and dataset to reproduce the results of the paper "Impact of healthcare capacity disparities in the COVID-19 vaccination coverage in the United States: A cross-sectional study"

Python 1 Updated Sep 8, 2022

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…

Jupyter Notebook 3,782 713 Updated Oct 10, 2024
Jupyter Notebook 1 1 Updated Aug 29, 2023

Code for paper using causal inference to explore the process of weaning ICU patients off of mechanical ventilation.

Jupyter Notebook 2 Updated Feb 17, 2023
Python 8 4 Updated Feb 21, 2023

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

Jupyter Notebook 2,565 1,513 Updated Aug 26, 2024

A customizable pipeline for data extraction from MIMIC-IV.

Jupyter Notebook 179 60 Updated Jan 6, 2024

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…

Python 7,053 924 Updated Oct 9, 2024

Repo for master thesis project

Jupyter Notebook 3 Updated Jun 28, 2022
Jupyter Notebook 463 100 Updated Jun 9, 2024