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Re: Gsoc 2020 Idea Discussion


From: Benson Muite
Subject: Re: Gsoc 2020 Idea Discussion
Date: Thu, 19 Mar 2020 20:36:27 +0300
User-agent: Cyrus-JMAP/3.1.7-1021-g152deaf-fmstable-20200319v1

On Thu, Mar 19, 2020, at 5:40 PM, Atharva Dubey wrote:
Respected Sir, 
MLPack has an existing ML framework, and now with each release, they are working towards optimizing their current algorithms like grid search and SGD, etc. Also, they plan to diversify their bindings in other languages like C#, Java, etc. and go for better parallelization. 

So we can probably go ahead with integrating MLpack, and then with each release, it would be a task of code-maintenance. 

Regarding the import and export of models, I am inclining towards export/import them as ONNX models as TVM stack is used for compiling and shipping models for hardware implementations. 

Sincerely, 
Atharva Dubey


Hi Atharva,

It may be helpful to interact with the MLPack development community to get feedback on your plan:

https://github.com/mlpack/mlpack/issues/2055

https://www.mlpack.org/gsoc.html

Regards,
Benson


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