Hello! I don't know if you mean by toolkit only programs in python but I am 
writing a program to create and use a HTM-network in Matlab. It basically works 
like in this paper [1], but with some functions added to speed up performance 
(which is still very slow). My encoder takes scalar input for the moment, but I 
want to improve it as soon as the rest works well.  I also have some questions 
but I will ask them under another topic. If somebody wants to try/use my code, 
just send me an email, but first I have to put it a little in order and write 
some more documentation.

Thanks for sharing your great ideas with everybody!
Andreas

[1] http://arxiv.org/ftp/arxiv/papers/1511/1511.00083.pdf

Am 13.01.2016 um 18:28 schrieb Sebastián Narváez <[email protected]>:

> Not sure if you can call this a framework, but I did a Layer class to 
> experiment with different Encoders, SPs and TMs combinations. The class 
> LearningModels uses the Layer class, so you can get a grasp on how I've been 
> using it. Note that this was just a rapid solution and has not been heavily 
> tested.
> 
> https://github.com/larvasapiens/htm-teul/tree/master/Learning
> 
> On Wed, Jan 13, 2016 at 11:52 AM, cogmission (David Ray) 
> <[email protected]> wrote:
> Here I was, swimming peacefully along in my pond when out of nowhere, this 
> baited hook appeared in front of my face. That worm looks awful tasty too! :-)
> 
> Cheers,
> David
> 
> On Wed, Jan 13, 2016 at 1:18 AM, Raf <[email protected]> wrote:
> Hello NuPIC,
> 
> I'm personally trying to do my best to replicate most of what I know about 
> the neocortex from my neurophysiology and neurology classes into my own 
> elaboration of  the NuPIC core. To start with I was very ambitious: EPSP, 
> IPSP, proximal and distal dendrites classes, chemical receptor classes, 
> auto-expanding cell/columns.
> 
> Unfortunately as a programmer I'm pretty slow and I'm sure a better coder 
> would make a better job. But as soon as I'm done -if it is worth it- I'll 
> definitely share it with you guys under a AGPL license.
> 
> Thanks for NuPIC, I really love the work you've done.
> 
> Raf
> 
> 
> 
> On 13/01/2016 07:57, Matthew Taylor wrote:
>> Hello NuPIC,
>> 
>> I have heard about some of you guys and gals writing your own NuPIC 
>> frameworks either by using SP and TM and classifiers together manually, or 
>> using the Network API. That's great! How about sharing them with the rest of 
>> the community? I would love to have some new code to experiment with besides 
>> the OPF. (I've even pondered going over the the Dark Side (JVM OMG))
>> 
>> <Mail-Anhang.jpeg>
>> 
>> Please share your work under an AGPL license.
>> 
>> ---------
>> Matt Taylor
>> OS Community Flag-Bearer
>> Numenta
> 
> -- 
> Raf
> 
> www.madraf.com/algotrading
> reply to: [email protected]
> skype: algotrading_madraf
> 
> 
> 
> -- 
> With kind regards,
>  
> David Ray
> Java Solutions Architect
>  
> Cortical.io
> Sponsor of:  HTM.java
>  
> [email protected]
> http://cortical.io
> 

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