This repository contains the official implementations for the following papers:
- Mingzhou Liu et al. Causal Discovery from Subsampled Time Series with Proxy Variables. NeurIPS 2023.
- Mingzhou Liu et al. Causal Discovery with Unobserved Variables: A Proxy Variable Approach. ICML 2024.
simulation
contains the code I use for synthetic study in the paperreal_world
contains the code for ADNI causal discoverytools
contains all the utils functions
(I am currently working on a more comprehensive version of codes and readme, I will update them as song as I finish ^_^ )