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erdogant / bnlearn

Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inferences, Sampling methods.
https://erdogant.github.io/bnlearn
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Implement the blacklist (or whitelist) parameter in Hill Climbing Search #1

Closed Blaieet closed 4 years ago

Blaieet commented 4 years ago

Hi! First of all, thank you for exporting bnlearn to python!

I'm currently developing my bachelor's thesis project calling the bnlearn package with rpy2. Specifically, I call the hc function with his blacklist parameter and collect the results back to python. On account of that, the overall perfomance reduces significantly.

So, if you're willing to, I would love this blackllist parameter in the hc function.

Regards.

erdogant commented 4 years ago

Hi Blaieet, Its great to hear that this package helpful to you! I noticed that the blacklist/whitelist parameters are not available in the current v.0.1.9 but only in the git repo. Nevertheless, I did add this functionality the hc function but it only works if you use a version newer then v.0.1.9 (such as v.0.1.9.dev).

Blaieet commented 4 years ago

I see. Thank you so much for your time!