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Posted to issues@systemml.apache.org by "Nikolay Manchev (JIRA)" <ji...@apache.org> on 2016/07/07 15:49:11 UTC

[jira] [Updated] (SYSTEMML-777) Add Restricted Boltzmann Machines to SystemML

     [ https://issues.apache.org/jira/browse/SYSTEMML-777?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Nikolay Manchev updated SYSTEMML-777:
-------------------------------------
    Description: 
Here are two scripts that implement Restricted Boltzmann Machines:

This one performs CD-1 mini-batch training and outputs the model:

https://github.com/nmanchev/incubator-systemml/blob/neuralnets/scripts/algorithms/rbm_minibatch.dml

This one runs a set of observations through a trained RBM:

https://github.com/nmanchev/incubator-systemml/blob/neuralnets/scripts/algorithms/rbm_run.dml

Please add them to scripts/algorithms in SystemML.

  was:
Here are two scripts that implement Restricted Boltzmann Machines:

This one performs CD-1 mini-batch training and outputs the model:

https://github.com/nmanchev/incubator-systemml/blob/neuralnets/scripts/algorithms/rbm_minibatch.dml

This one runs a set of observations through a trained RBM:

https://github.com/nmanchev/incubator-systemml/blob/neuralnets/scripts/algorithms/rbm_run.dml

Please add them to the scripts/algorithms in SystemML.


> Add Restricted Boltzmann Machines to SystemML
> ---------------------------------------------
>
>                 Key: SYSTEMML-777
>                 URL: https://issues.apache.org/jira/browse/SYSTEMML-777
>             Project: SystemML
>          Issue Type: Improvement
>          Components: Algorithms
>            Reporter: Nikolay Manchev
>            Priority: Minor
>
> Here are two scripts that implement Restricted Boltzmann Machines:
> This one performs CD-1 mini-batch training and outputs the model:
> https://github.com/nmanchev/incubator-systemml/blob/neuralnets/scripts/algorithms/rbm_minibatch.dml
> This one runs a set of observations through a trained RBM:
> https://github.com/nmanchev/incubator-systemml/blob/neuralnets/scripts/algorithms/rbm_run.dml
> Please add them to scripts/algorithms in SystemML.



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