problem about the SAM model about causaldiscoverytoolbox

[ritik99]

Hello @Wangt-CN ,

Would it be possible for you to share the dataset you run the model on as well?

Thanks.

[diviyank]

Hi @Wangt-CN,
Try setting the DAG constraint to 0 to see if the training stabilizes ; We noticed that the No-Tears might bring some instability in the loss.
Best,
Diviyan

[diviyank]

The datasets used in the paper are available in the cdt.data.load_dataset function, please check https://fentechsolutions.github.io/CausalDiscoveryToolbox/html/data.html#cdt.data.load_dataset

I will close this issue for inactivity, don't hesitate to reopen it if the issue persists or if you have more questions.

Best,
Diviyan