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[D] Looking for insights in production ML frameworks for standalone applications/libraries

Hello /r/MachineLearning,

This might be a little different from the usual topic here, but this sub is frequented by very experienced people and I hope I can gain some fruitful insights.

Straight to the point, I am looking for ML frameworks that can be compiled and executed without dependencies (statically build), and ideally in C/C++. Just as an example, I wish to be able to compile a .exe or .dll that realize predictions for a NN that can be used by third parties without worrying about installing anything.

Today I can accomplish this with Dlib, so I make this post looking for alternatives, in order to broaden my options.

I’ve spent some time in this, although popular libraries such as Tensorflow and Torch have proven to be quite problematic to work on the conditions I personally need.

Anyhow, I hope there are more developers with experience on deploying standalone ML applications/libraries that can chime in and comment. Thanks!

submitted by /u/troop357
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.