Yuanfang Peng

 Hi, I run this step and found it really slow. Could you please share the requirement of the hardware(cpu) ?

structure learning for hybird DBN

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Dear Jacob, I implemented the distributions I needed to construct my hybrid DBN. And next I hope to implement structure learning algorithm (possibly dmmhc). I noted that you have implemened...

Sample function of Bayesian network

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Dear author, I found there might be a bug in Bayesian network's sample function.  For the above structure, assuming that the distribution list is ['c', 'a', 'b']: so firstly...

Dynamic bayesian network to be fitted with hybrid variables(consist of discrete and continuous variable)

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Hi, I hope to use a time series data to fit a dynamic bayesian network. But after looking up the docs, I didn't find dynamic bayesian network class. I'm wondering...

marcovian order=1 but size=10

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Hi, dear author, I have a problem when implementing dbn learning. The marcovian order=1 but I have dataset with 10 or more time slices. Then how should I deal with...

Dear author, Thanks for sharing this. I'm wondering if this codebase support structure and parameter learning for hybrid(contains discrete and continuous variables) DBN?

Hi, Dear author. I install the package as readme suggested and change pytorch version to: conda install pytorch==1.13.1 torchvision==0.14.1 torchaudio==0.13.1 pytorch-cuda=11.6 -c pytorch -c nvidia Because my server is 3090...