Examples and Tutorials using DoDiscover

To be able to effectively use dodiscover, you can look at some of the basic examples here to learn everything you need from concepts to explicit code examples.

Examples

Examples demonstrating how to use causal discovery algorithms.

Basic causal discovery with DoDiscover using the PC algorithm

Basic causal discovery with DoDiscover using the PC algorithm

Causal discovery with interventional data - Sachs dataset

Causal discovery with interventional data - Sachs dataset

Order-based algorithms for causal discovery from observational data without latent confounders

Order-based algorithms for causal discovery from observational data without latent confounders

Using prior knowledge in order-based algorithms for causal discovery

Using prior knowledge in order-based algorithms for causal discovery