Diviyan Kalainathan comments

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                                            Diviyan Kalainathan

[DATA] Different settings of the sachs dataset

Thanks a lot for the update, i'ill keep this issue open to remind me of the out-of-date dataset

[DATA] Different settings of the sachs dataset

Dear @wangxw5 , Have you been able to obtain the new dataset? Kind regards, Diviyan

GIES: intervention targets

Hello @bvarici, thanks for noting this point, I'll be fixing ths in the next release !

SAM with prior knowledge graph and customly set hyperparameters always returns "All solutions contain NaNs" assertion error.

Hello, This issue often arises when the GAN does not converge, I think you may need to tweak the parameters of the GAN to make the optimization more smooth. what...

Is it possible to insert prior knowledge before the causal graph creation?

Hello ! Is this related to #112 ? Best regards, Diviyan

Why am I getting full graph as discovery result?

Hello, Linked to #116 and others Long story short : SAM actually provides a graph with a confidence score for each edge ; so you need to filter out the...

error When running SAM

Hi, Strange, this might come from the fact that we use an old version of PyTorch ; what version are you using ?

error When running SAM

Thanks for your feedback, I will look into this next month as we are quite busy and thus unable to have a quick fix for this issue. please either use...

error When running SAM

Hello, the code is not up to date, the paper was modified with another implementation of SAM ; i still did not have time to repackage it into the CDT....

error When running SAM

Hello, The model has been updated taking account of this, and running using torch > 1.7.0 ; I took account of your remarks for the reimplementation, thanks @lagph ! Best,...