Hi Daniel, Hi Andrew,

Thanks very much for the explainations, they definitely help me to point out 
what I should focus on in order to achieve what I have in mind!

Cheers,
Guido

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_____________________________
From: Daniel O' Shaughnessy <[email protected]>
Sent: martedì, febbraio 27, 2018 5:50 PM
Subject: Re: Custom algorithm on Prediction.IO
To: <[email protected]>


Hi guido,

Just to add to what Andrew said, prediction.io<http://prediction.io> mainly 
leverages spark’s MLlib and ml libraries, there are templates which use h20 and 
deeplearning4j also ( and any other java/Scala libs as Andrew mentioned )

Take a look on the website for examples! Note that the templates for some 
algorithms are older so will require more tweaking to run.

On Tue, 27 Feb 2018 at 16:41, Andrew Troemner 
<[email protected]<mailto:[email protected]>> wrote:
Hi Guido,

PredictionIO primarily uses Scala as its numerical processing back-end, so you 
should be able to utilize any of the Java standard math libraries or modify any 
existing classes as you see fit. It does require compiling new Scala code as 
part of your source code, but that's fairly typical with any customizations or 
process flows you put in place beyond the default.

Thanks,


ANDREW TROEMNER
Associate Principal Data Scientist | salesforce.com<http://salesforce.com/>
Office: 317.832.4404
Mobile: 317.531.0216

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On Tue, Feb 27, 2018 at 11:31 AM, Guido Arata 
<[email protected]<mailto:[email protected]>> wrote:
Hi everyone, I am thinking of using PredictionIO for building my machine 
learning system but I can't seem to find any documents which can tell me how to 
add new, custom, algorithms to the system. My clients for sure will need 
customised algorithms and I would like to understand how flexible is 
Prediction.IO when it comes to implement tailor made algorithms. Anyone has 
experience with this scenario?

Thanks,
Guido

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