Yan Zeng comments

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                                            Yan Zeng

LiM runs into an exception when using the option only_global=False

It looks like the error was from the local search procedure, especially from the calculation from the "_loss" function or the "_bic_scoring" function. Maybe you could debug the code to...

LiM runs into an exception when using the option only_global=False

In the case where the parameter only_global is set to True, the discrete_indicator field is used as well. It is used to compute the objective function. If you miscalculated the...

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

> Thank you. I understand that LiM can be used only for mixed data of continuous variables and binary variables. What kind of approximation method are generally used to deal...

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

Here we evaluate the performance of the causal structure between variables, not including its causal effects. So I am sorry to say that our algorithm cannot guarantee to estimate the...

LiM uses too much memory.

Hi, EsqYu. Thanks for pointing out this issue. When there are 10 features, it may use indeed much memory. It is due to the local search procedure that searches over...

Add Prior knowledge for LiM #145

Dear yujota, Thanks for implementing prior knowledge for LiM. The modified codes look feasible and ok. But please note that LiM optimizes the adjacency matrix about the directed EDGES. Element...