Is Tensorflow Probability in the JavaScript API?

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Ramesh Raghunathan

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Feb 14, 2019, 9:15:19 AM2/14/19
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Is tensorflow probability API available now on tensorflow JS? If not is there a timeline for migration?

Nikhil Thorat

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Feb 14, 2019, 10:56:37 AM2/14/19
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There is no TensorFlow probability in TensorFlow.js right now. Unfortunately we don't have a timeline for porting this to JavaScript.

Just curious what your use case is? This would help us think about priorities.

On Thu, Feb 14, 2019 at 9:15 AM Ramesh Raghunathan <ramesh.ra...@on3.net> wrote:
Is tensorflow probability API available now on tensorflow JS? If not is there a timeline for migration?

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Ramesh Raghunathan

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Feb 14, 2019, 11:04:55 AM2/14/19
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That is too bad! We currently maintain many probabilistic risk models running server side that we are porting over to Tensorflow-probability. We have upcoming and open needs to accommodate many ad-hoc risk calculations e.g. user specific what-if scenarios etc. that would be ideal to run client side on the browser. 

Can this request be added to the tensorflow javascript request pipeline and prioritized appropriately?

Shanqing Cai

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Feb 14, 2019, 11:07:21 AM2/14/19
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Can you use tensorflowjs converter to convert probability models saved from Python and use the converted model in JavaScript?

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Shanqing Cai
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Josh Chang

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May 10, 2019, 2:10:22 PM5/10/19
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It would be useful for me for doing browser-side prediction using pre-trained models. The next level beyond this would be Bayesian updating in the browser from pre-trained models.


On Thursday, February 14, 2019 at 10:56:37 AM UTC-5, Nikhil Thorat wrote:
There is no TensorFlow probability in TensorFlow.js right now. Unfortunately we don't have a timeline for porting this to JavaScript.

Just curious what your use case is? This would help us think about priorities.

On Thu, Feb 14, 2019 at 9:15 AM Ramesh Raghunathan <ramesh.r...@on3.net> wrote:
Is tensorflow probability API available now on tensorflow JS? If not is there a timeline for migration?

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