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AnnaBrown
Community Manager

Hi Community, 

 

Learn about deep clustering, a deep learning model that incorporates a cluster layer, in this tutorial by @RobertBlanchard. After explaining how deep clustering can minimize a particular error function and the K-L divergence, he shows you how to apply it in SAS. 

 

 

Here are some resources related to deep clustering: 

Video: Autotuning Deep Learning Models Using SAS  
More tutorials with Robert 
Blog post: Getting started with deep learning using the SAS Language 
Article: How to Develop SAS Code to Train a Deep Learning Model for Image Classification  

Visit the SAS Studio Community
Doc: Deep Learning Action Set  
Doc: addLayer Action, which is used to add the cluster layer   


And blog posts by @Rick_SAS on the K-L divergence:

The Kullback–Leibler divergence between discrete probability distributions
Minimizing the Kullback–Leibler divergence
The Kullback–Leibler divergence between continuous probability distributions



(Comments are closed on this message -- but visit YouTube and leave a comment on the video.)

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