A big thanks to Chetan (and Francesco, Matt, and Subutai)! A game built upon Fluent/CEPT could be a great way of generating interest for NuPIC and CEPT. I imagine something like "Taboo". You are given a word and your task is to get the system to predict that word and you are not allowed to use certain other words. Admittedly I have not thought this through at all but the part I like is you are trying to get the system to give the right answer. A small CLA will not be very smart but if you are trying to get it to do the right thing it will be fun and not frustrating. It might require some pre-trained CLAs, I don't know.
Of course there are probably many other better game ideas. I just wanted to point out that a clever game could be very impressive and generate a lot of buzz and PR. Jeff From: nupic [mailto:[email protected]] On Behalf Of Francisco Webber Sent: Friday, February 28, 2014 5:32 PM To: NuPIC general mailing list. Subject: Re: [nupic-discuss] Introducing Fluent - Powered by NuPIC and CEPT WOW that was fast! thanks Chetan Francisco De Sousa Webber Founder, GM CEPT Systems GmbH Mariahilferstrasse 4, 1070 Vienna, Austria +43 664 502 77 96 [email protected]<mailto:[email protected]> http://cept.at<http://cept.at/> FB-Number / Register of commerce: FN370659 m UID-Number: ATU66898538 On 01.03.2014, at 01:40, Chetan Surpur <[email protected]<mailto:[email protected]>> wrote: As per request (@Francisco and others), you can now paste text into the input text field, and watch all the text get added to the model. This closes https://github.com/numenta/nupic.fluent.server/issues/3. On Fri, Feb 28, 2014 at 4:09 PM, Chetan Surpur <[email protected]<mailto:[email protected]>> wrote: Thanks everyone! I'm excited to see what the community can build off of this :) On Fri, Feb 28, 2014 at 7:43 AM, Matthew Taylor <[email protected]<mailto:[email protected]>> wrote: I'm quite happy with the demo app Chetan has put together. I want to emphasize that there's a great opportunity for the community to expand upon it and create further demos within the nupic.fluent.server that uses the API Chetan's provided (both the REST API on the server and the underlying nupic.fluent API for python projects) to create more interesting things. We have more ideas of things to create, and over time we'll be providing more pages of demos using CEPT and NuPIC. Jeff thinks there is some potential here to create interesting word games. --------- Matt Taylor OS Community Flag-Bearer Numenta On Fri, Feb 28, 2014 at 6:02 AM, Francisco Webber <[email protected]<mailto:[email protected]>> wrote: Hi Chetan, This is really great news! I think that this initiative will boost the participation of more application oriented community members. The natural language domain has a big advantage, namely that it is fairly easy to create test, training and experimentation collections of (text) data. Furthermore it is easier to interpret a result of an experiment as natural language can be intuitively understood. But also the "algorithmic" part of the community will profit from this new infrastructure, as it will become much easier to create a controlled experimental setup that allows to evaluate improvements of the algorithms (on both sides Numenta as well as CEPT). A third big advantage for the whole "CLA-movement" will be the increased visibility for the grand public, based on application demos built with the Numenta-CEPT hybrid. One of the first questions that pop up in my mind is: How much, in terms of quantity, will this patch of 16K columns be able to learn and remind? We also plan to instantiate a dedicated CEPT resource for the purpose. I will update you in the coming days on the progress. Again, thumbs-up for Chetan Cheers Francisco On 28.02.2014, at 06:08, Chetan Surpur <[email protected]<mailto:[email protected]>> wrote: 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: <image.png> 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 _______________________________________________ nupic mailing list [email protected]<mailto:[email protected]> http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org _______________________________________________ nupic mailing list [email protected]<mailto:[email protected]> http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org _______________________________________________ nupic mailing list [email protected]<mailto:[email protected]> http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org _______________________________________________ nupic mailing list [email protected]<mailto:[email protected]> http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org
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