topic Re: How to take the machine learning models I've developed and embed them in my application? in SAS Data Science

How to take the machine learning models I've developed and embed them in my application?

julieb1 — Thu, 10 Dec 2020 02:26:14 GMT

I'd like to export and use the machine learning models I've created in Viya Model Builder in my application. How do I get them out of Viya and into my application? Is this what SWAT is for? If so, what SWAT interface would be used to invoke my models, pass them input data, and collect the resulting predictions?

Re: How to take the machine learning models I've developed and embed them in my application?

DaisyQL — Thu, 10 Dec 2020 16:24:52 GMT

If you have Viya Model Manager, you could publish the model to the Viya Model Manager directly from Model Builder.
https://documentation.sas.com/api/docsets/mdlmgrug/15.3/content/mdlmgrug.pdf?locale=en

Re: How to take the machine learning models I've developed and embed them in my application?

julieb1 — Thu, 10 Dec 2020 17:15:57 GMT

Thank you for your reply. I do have Model Manager, yes. What I'm wondering is if I can extract the code and use it externally from Viya. Is there a CAS runtime I can embed in my application?

Re: How to take the machine learning models I've developed and embed them in my application?

DaisyQL — Fri, 11 Dec 2020 17:48:13 GMT

To my understanding of your question, once you finished building your model in Model Builder, export it into the Model Manager. Externally, your application could make a RESTful request to Model Manager, in your RESTful call you might be able to submit the input data for prediction.