search

tensorflow / tfjs

A WebGL accelerated JavaScript library for training and deploying ML models.
https://js.tensorflow.org
Apache License 2.0
18.52k stars 1.94k forks source link

Using tfjs with SyntaxNet/DraGNN on Service Fabric #758

Closed manchuwook closed 6 years ago

manchuwook commented 6 years ago

To get help from the community, check out our Google group.

TensorFlow.js version

Any

Browser version

Angular/Universal

Describe the problem or feature request

Is there a way to use SyntaxNet / Dragnn with tfjs? I'm not super excited installing Python to connect it to a Service Fabric site.

Code to reproduce the bug / link to feature request

https://github.com/tensorflow/models/tree/master/research/syntaxnet

davidsoergel commented 6 years ago

SyntaxNet / Dragnn are not just TensorFlow models; they're complex libraries with hundreds of thousands of lines of C++ and Python code. I know of no plans to port these to JS, but you could ask the SyntaxNet team.

In any case I think the most expedient solution is to run the existing code server-side as you suggest.

davidsoergel commented 6 years ago

Oh one more thing: I realize this is a different approach, but maybe the Google Natural Language API (https://cloud.google.com/natural-language/) could meet your needs? That way you wouldn't have to run a service yourself.

manchuwook commented 6 years ago

I want to run a service myself because I don't want to pay per minute or by transaction. I have my own servers for developing.