What would happen if one would feed Fluent with, say, books for children (to keep the task easy enough)? And then to have Fluent auto-associate from one word to the next? Would be very interesting. I would predict it shows psychotic sentences, but probably with correct syntax -- if true then this in itself (w/sh)ould be enough to end or change the jobs of most linguists, I guess. HTM is necessary but not enough for speech IMHO (if I understand well Jeff Hawkins thinks otherwise about this).

Bert

op 28-02-14 06:08, Chetan Surpur schreef:
Hi everyone,

I'm happy to introduce a project I've been working on this week. It's a platform for language prediction, using NuPIC together with CEPT [1]. The goal is to make it easy for anyone to build a language-based demo of NuPIC without having to know any of the internals of the CLA or CEPT.

In fact, I have not one, but /two/ little projects to open up to you.

The first is nupic.fluent [2], a python library. It builds off of Subutai's and Matt's hackathon demos [3]. With it, you can create a model, feed it a word (also called a "term"), and get a prediction for the next one. It's very simple – and that's the point.

The second is nupic.fluent.server [4], a server-based API and sample web app using nupic.fluent at its core. You can use it to build a web-based demo of language prediction with NuPIC, something we invited the community to participate in during the last office hour [5].

But wait, there's more! I've hosted the Fluent server on an EC2 instance, so you all can play with the Fluent web app right now. Enjoy:

http://bit.ly/nupic-fluent

Note that it's far from production-ready, and it may go down at any time. That link is just a little taste for now; I aim to host it in a more permanent place soon.

Here is a screenshot of it in action:

Inline image 1

Lastly, I invite everyone in the community to come hack on this with me; it's under the same license as NuPIC. And of course, feel free to use it in your demos (but be wary, it's still very early and the API might/will change).

Thanks,
Chetan

[1] http://www.cept.at/
[2] https://github.com/numenta/nupic.fluent
[3] http://numenta.org/blog/#demos
[4] https://github.com/numenta/nupic.fluent.server
[5] http://www.youtube.com/watch?v=67q75RnU58A&feature=share&t=37m16s


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