TensorFlow.js: Machine Learning for the Web and Beyond

[Atwood&#x27;s Law]<p>This was inevitable I guess, but does anyone know if there&#x27;s a decent Pandas equivalent for Javascript? I&#x27;d love to be able to handle reasonably large datasets in Javascript as easily as I can in Python.

I am a huge fan TFJS. I have used it in one project and hope to use it again. Having TF compatible neural nets in the browser and inside Node, it&#x27;s a game changer. Google was smart to buy Deepmind.

For everyone wondering what this could be useful for, take a look at <a href="https:&#x2F;&#x2F;github.com&#x2F;tensorflow&#x2F;tfjs-models" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;tensorflow&#x2F;tfjs-models</a> for a few ideas.<p>Making apps interactive with poses or with speech commands are two examples that jump out.

This and ONNX.js are two projects I&#x27;m following very closely even as someone who mostly only works in PyTorch or Tensorflow. I think they both have a lot of potential to reduce the cost of deploying machine learning solutions, especially with everyone in the cloud essentially paying the Nvidia tax.

If I can ask for 1 feature request for TensorFlow.js: It would be nice if the library abstracts out DOM objects (window, document, etc.).

Crazy tech!

I didn&#x27;t think the web could get any more terrible than it is today, but if everyone starts adding ML to all the tracking&#x2F;targeting&#x2F;adware systems then that seems to be a new deeper level of hell.

What, no Jeff Dean?!

20 authors ? Is a follow back on Twitter enough to get 10th author on a paper?