learning structure and parameter (SEM, EM , K2...ect)

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azzedine_fcb
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Joined: Mon Mar 12, 2018 5:32 pm

learning structure and parameter (SEM, EM , K2...ect)

Post by azzedine_fcb » Thu Apr 19, 2018 1:45 pm

hello
is existe in SMILE function for learning structure and parameter (SEM, EM , K2...ect)?
if not I want other api for EM and Structural EM .
thanks

shooltz[BayesFusion]
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Re: learning structure and parameter (SEM, EM , K2...ect)

Post by shooltz[BayesFusion] » Thu Apr 19, 2018 1:46 pm

Yes, there are multiple structure learning algorithms; for parameter learning there's EM.

azzedine_fcb
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Re: learning structure and parameter (SEM, EM , K2...ect)

Post by azzedine_fcb » Thu Apr 19, 2018 1:57 pm

shooltz[BayesFusion] wrote:Yes, there are multiple structure learning algorithms; for parameter learning there's EM.
can you help me any documentation for that?

shooltz[BayesFusion]
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Re: learning structure and parameter (SEM, EM , K2...ect)

Post by shooltz[BayesFusion] » Thu Apr 19, 2018 1:58 pm

We're finishing the documentation for learning at this point. You can read the old and not 100% accurate documentation available at https://support.bayesfusion.com/docs (see "The following material is currently being rewritten" section).

azzedine_fcb
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Re: learning structure and parameter (SEM, EM , K2...ect)

Post by azzedine_fcb » Thu Apr 19, 2018 2:04 pm

shooltz[BayesFusion] wrote:We're finishing the documentation for learning at this point. You can read the old and not 100% accurate documentation available at https://support.bayesfusion.com/docs (see "The following material is currently being rewritten" section).
SEM not include ?

marek [BayesFusion]
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Re: learning structure and parameter (SEM, EM , K2...ect)

Post by marek [BayesFusion] » Fri Apr 20, 2018 5:22 am

I'm afraid SMILE and GeNIe do not have general learning procedures for structural equation models. If you mean systems of linear equations with Gaussian noise, then GeNIe and SMILE do learn equations that you can interpret as structural equation models. I hope this helps.

Marek

azzedine_fcb
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Re: learning structure and parameter (SEM, EM , K2...ect)

Post by azzedine_fcb » Fri Apr 20, 2018 11:43 pm

marek [BayesFusion] wrote:I'm afraid SMILE and GeNIe do not have general learning procedures for structural equation models. If you mean systems of linear equations with Gaussian noise, then GeNIe and SMILE do learn equations that you can interpret as structural equation models. I hope this helps.

Marek
no i mean structural expectation Maximisation (SEM)

marek [BayesFusion]
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Re: learning structure and parameter (SEM, EM , K2...ect)

Post by marek [BayesFusion] » Sat Apr 21, 2018 2:38 am

No, we don't have it yet but do stay tuned!

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