An Inofficial PyTorch Implementation of GOLEM
GOLEM:On the Role of Sparsity and DAG Constraints for Learning Linear DAGs
- data==0.4
- matplotlib==3.7.1
- model==0.6.0
- networkx==2.8.4
- numpy==1.24.3
- python_igraph==0.10.4
- pytz==2022.7
- rich==13.4.2
- torch==2.0.1
- tqdm==4.65.0
We provide several examples of running the GOLEM algorithm in Jupyter Notebook.
This project is licensed under the terms of the MIT license.
- Ng, I., Ghassami, A., & Zhang, K. (2020). On the role of sparsity and dag constraints for learning linear dags. Advances in Neural Information Processing Systems, 33, 17943-17954.