Abstract
The Causality Workbench project provides an environment to test causal discovery algorithms. Via a web portal (http://clopinet.com/causality), a number of resources are provided, including a repository of datasets, models, and software packages, and a virtual laboratory allowing users to benchmark causal discovery algorithms by performing virtual experiments to study artificial causal systems. Regular competitions are organized.
Original language | English (US) |
---|---|
Title of host publication | Causality in the Sciences |
Publisher | Oxford University Press |
ISBN (Electronic) | 9780191728921 |
ISBN (Print) | 9780199574131 |
DOIs | |
State | Published - Sep 22 2011 |
Keywords
- Benchmarks
- Causal modeling
- Challenges
- Competitions
- Data repository
- Generating models
- Virtual laboratory