EsqYu

LiM uses too much memory.

1

I tried to run the LiM code, but because of lack of memory, it didn't work. I set n_features as 10 and it used more than 120GB. Does this happen...

What is the advantage of the "global_only=True" parameter in the LiM method?

11

Hi. In the recent updates, the "global_only" parameter has been added to the model.fit() method of LiM. What is the advantage of setting this parameter to "True"?

Is the bootstrap method implemented here a multiscale one?

12

When using bootstrap to evaluate the causal structure given by LiNGAM, multiscale bootstrap is said to be better. Is the bootstrap method already prepared here a multiscale one?

Hi. I would like to ask whether PCMCI can be used for mixed data, including both discrete data and continuous data. Is there any limitations?

How can I use BIC instead of K2 score?

5

Hi. I wonder how I can use BIC score instead of K2 score in the add_edges method. I executed the code below, changing scoring function since K2 score seems to...

Hi. When conducting causal discovery with many variables, having too many variables can reduce the efficiency and processing speed of the algorithm. In such cases, how should we select which...

Is there any way to use Conditional Gaussian Score or Degenerate Gaussian Score?

11

Hi. I was wondering if you could tell me the way to use Conditional Gaussian score and Degenerate Gaussian score on causal-learn. I'd like to try GES on mixed dataset...