THIS MAILING LIST IS SHUTTING DOWN TODAY

2016-05-27 Thread Matthew Taylor
Attention Subscriber! This is the last email you will receive from this mailing list. All NuPIC and HTM mailing lists managed at lists.numenta.org have migrated to http://discourse.numenta.org/. For more details, please see https://discourse.numenta.org/t/mailing-list-migration-plan/ We hope

Last warning: This mailing list will be shut down THIS FRIDAY MAY 27TH

2016-05-24 Thread Matthew Taylor
The mailing list migration is almost over. All our mailing lists will be shut down *THIS FRIDAY*. I've resent invitations to those of you who haven't joined HTM Forum yet. Even if you

Re: Swarming Implementation (DOUBTS)

2016-05-23 Thread Matthew Taylor
Priyank, We just moved to a new forum. This mailing list will be shut down within the week. Can you register and post your question here? https://discourse.numenta.org/c/nupic/swarming Also, read: https://github.com/numenta/nupic/wiki/Running-Swarms Regards, - Matt Taylor OS Community

Re: [ANN] The nupic mailing list is being deprecated!

2016-05-15 Thread Matthew Taylor
16 at 2:26 AM, Marek Otahal <markota...@gmail.com> wrote: > > > On Sat, May 14, 2016 at 10:55 PM, Matthew Taylor <m...@numenta.org> wrote: > >> Hello all, >> >> So we are three days into the forum migration, and things are going well. >> Good news and

Re: [ANN] The nupic mailing list is being deprecated!

2016-05-14 Thread Matthew Taylor
://discourse.numenta.org/t/reported-email-quirks/291 - Matt Taylor OS Community Flag-Bearer Numenta On Wed, May 11, 2016 at 7:41 PM, Matthew Taylor <m...@numenta.org> wrote: > Hello NuPIC, > > First of all... DON'T PANIC. > > *TL;DR: *I'm migrating all our mailing lists

Re: HTM Conversation with David Ray

2016-05-13 Thread Matthew Taylor
Here is the link to join: https://hangouts.google.com/call/awqigjqr3zf6lh5hij4mpjl5nme - Matt Taylor OS Community Flag-Bearer Numenta On Tue, May 10, 2016 at 10:25 AM, Matthew Taylor <m...@numenta.org> wrote: > Friendly reminder that we're hanging out with David Ray th

Re: HTM Conversation with David Ray

2016-05-10 Thread Matthew Taylor
Friendly reminder that we're hanging out with David Ray this Friday. As always, I will post the link to join live and chat right before the event starts. - Matt Taylor OS Community Flag-Bearer Numenta On Mon, May 2, 2016 at 11:17 AM, Matthew Taylor <m...@numenta.org> wrote: &

Re: The fastest SP, TP and CLA in Nupic

2016-05-10 Thread Matthew Taylor
Marcus has been making some really great performance improvements to the C++ TM, and claims it is now faster than the fastest version of the old TP algorithms. If you want speed, I believe your best bet is to use NuPIC and the tm_cpp implementation. - Matt Taylor OS Community Flag-Bearer

Re: Problems running nupic tests

2016-05-07 Thread Matthew Taylor
Did you compile locally or from pip? - Matt Taylor OS Community Flag-Bearer Numenta On Sat, May 7, 2016 at 6:43 AM, Victor wrote: > Hi guys, > > I've just installed nupic.core, nupic.bindings and nupic on MacOS X El > Capitan. However when trying to run the

Re: HTM Hackers' Hangout today

2016-05-06 Thread Matthew Taylor
Join here: https://hangouts.google.com/call/2bdge4qezbcstky4bpdjq7gasue - Matt Taylor OS Community Flag-Bearer Numenta On Fri, May 6, 2016 at 10:44 AM, Matthew Taylor <m...@numenta.org> wrote: > > https://plus.google.com/b/100642636108337517466/events/cj9m95viaahdbn0

Re: understand HTM programatically

2016-05-06 Thread Matthew Taylor
Also see https://github.com/numenta/nupic/wiki/Other-HTM-CLA-projects for implementations in even more languages. - Matt Taylor OS Community Flag-Bearer Numenta On Fri, May 6, 2016 at 12:10 PM, mraptor wrote: > I just finished simpler alternative implementation of

HTM Hackers' Hangout today

2016-05-06 Thread Matthew Taylor
https://plus.google.com/b/100642636108337517466/events/cj9m95viaahdbn0sfmkcfgs7mgo As always, I'll post the link to join directly as soon as I start the meeting. - Matt Taylor OS Community Flag-Bearer Numenta

Re: Question regarding patterns and noise

2016-05-06 Thread Matthew Taylor
'synPermActiveInc': 0.05, >>> 'synPermConnected': 0.1, >>> 'synPermInactiveDec': 0.09376875}, >>> 'tpEnable': True, >>> 'tpParams': {'activationThreshold': 12

Re: Re:problem of anomaly score when using HTM in anomaly detection

2016-05-06 Thread Matthew Taylor
Shen, can you show us the model parameters the swarm provided? - Matt Taylor OS Community Flag-Bearer Numenta On Thu, May 5, 2016 at 6:50 PM, Jianghao Shen wrote: > hi, Cui, here is the ECG data I used, there are total 4000 data samples, > and the result I show

Re: structure of model_params.py

2016-05-05 Thread Matthew Taylor
el_params.py > is this OK? Where in the hierarchy should be added? > > > On Thu, May 5, 2016 at 10:56 PM, Matthew Taylor <m...@numenta.org> wrote: > >> I see. Yes, you can have one CSV file with several columns of data and >> use it for the input for more than one model. T

Re: structure of model_params.py

2016-05-05 Thread Matthew Taylor
be able to feed model either > with 1st dataset or 2nd (just with one if else branch from python) and. It > is just my personal opinion but it seems to me more clearer than having > bunch of files. Regardless of if you agree with me or not, is this > possible? Thank you. > > Reg

Re: Reverse engineering model_params to get search_def

2016-05-05 Thread Matthew Taylor
t's features. > > Regards > > On Thu, May 5, 2016 at 7:21 PM, Matthew Taylor <m...@numenta.org> wrote: > >> >> On Wed, May 4, 2016 at 2:02 AM, Wakan Tanka <wakat...@gmail.com> wrote: >> >>> Wouldn't this bee cool feature? >>> >> &g

Re: Reverse engineering model_params to get search_def

2016-05-05 Thread Matthew Taylor
On Wed, May 4, 2016 at 2:02 AM, Wakan Tanka wrote: > Wouldn't this bee cool feature? > If only someone would create a new issue describing it. ;) https://github.com/numenta/nupic/issues/new - Matt Taylor OS Community Flag-Bearer Numenta

Re: problem of anomaly score when using HTM in anomaly detection

2016-05-05 Thread Matthew Taylor
This happens to a few people on the list, and even though I've worked to figure out why, I still have no idea. Hopefully a solution is coming soon. ;) - Matt Taylor OS Community Flag-Bearer Numenta On Thu, May 5, 2016 at 9:36 AM, cogmission (David Ray) < cognitionmiss...@gmail.com>

Re: structure of model_params.py

2016-05-05 Thread Matthew Taylor
Wakan, I'm a little confused by your email. If you copy and paste model params from some sample project, you can't expect it to work with any input data you throw at it. You must customize either the model params to match your data, or your data field names to match the copy/pasted model params.

Re: couldn't find nupic_output.py

2016-05-05 Thread Matthew Taylor
nupic_output.py is not a part of NuPIC, it is an external python module I use (in different forms) to process model results from NuPIC's OPF models. See the one I use for the sin prediction example here: https://github.com/rhyolight/nupic.examples/blob/master/sine-prediction/nupic_output.py If

Re: Help image processing on Nupic

2016-05-05 Thread Matthew Taylor
https://github.com/numenta/nupic.vision - Matt Taylor OS Community Flag-Bearer Numenta On Thu, May 5, 2016 at 12:23 AM, Marek Otahal wrote: > Hi, > Nupic.vision project is where you want to look at. > > On 5/5/16, robert bartley

Jeff in SF at Neurotechx meetup next week

2016-05-03 Thread Matthew Taylor
http://www.meetup.com/NeuroTechSF/events/230385690/ Anyone going? - Matt Taylor OS Community Flag-Bearer Numenta

Re: Question regarding patterns and noise

2016-05-03 Thread Matthew Taylor
redictions are accurate. - Matt Taylor OS Community Flag-Bearer Numenta On Tue, May 3, 2016 at 10:13 AM, Matthew Taylor <m...@numenta.org> wrote: > Took me awhile to get back to this, but I have some news at least. :) > > I looked at your example code, but was a bi

Re: Question regarding patterns and noise

2016-05-03 Thread Matthew Taylor
Took me awhile to get back to this, but I have some news at least. :) I looked at your example code, but was a bit confused, so I modified an existing code sample I have to do predictions on your "5s and 6s" data set. See:

HTM Conversation with David Ray

2016-05-02 Thread Matthew Taylor
Hello NuPIC, It has been awhile since we had our last "HTM Conversation" with Pascal [1], but now we are ready to learn about our friendly HTM.Java programmer, David Ray! Please join us next Friday for a live Google Hangout to chat with David, and bring your really hard and interesting questions!

Re: HTM Engine Questions

2016-05-02 Thread Matthew Taylor
On Sat, Apr 30, 2016 at 4:53 PM, Ryan J. McCall wrote: > 1. How much support does HTM engine provide for swarming? Can a set of model > params be sent to the engine with each model creation request? I found this > issue https://github.com/numenta/numenta-apps/issues/503 but

Re: Reverse engineering model_params to get search_def

2016-04-30 Thread Matthew Taylor
Wakan, When you create a swarm, you give it a predicted field and some settings, and it's job is to find the best set of model parameters for NuPIC for predicting that specific field. So it permutes over lots of different model parameters, running each model for some period of time and comparing

Re: Question regarding patterns and noise

2016-04-27 Thread Matthew Taylor
un into. The encoding "problem" does make sense... I >> didn't notice the w/n issue... :-) >> >> >> >> On Tue, Apr 26, 2016 at 11:59 AM, Matthew Taylor <m...@numenta.org> wrote: >>> >>> Calling reset might help, but he should not have to do it. I think t

Re: HTM/Nupic's ability for inductive reasoning

2016-04-26 Thread Matthew Taylor
I'm not surprised that it did not predict 10 after seeing 6,7,8,9 in this case. This type of higher level pattern recognition and reasoning might be enabled with hierarchical structure, where higher levels might recognize a temporal pattern increasing no matter what range of integer values is

Re: Question regarding patterns and noise

2016-04-26 Thread Matthew Taylor
'inputWidth': 2048, > 'maxAge': 0, > 'maxSegmentsPerCell': 128, > 'maxSynapsesPerSegment': 32, > 'minThreshold': 9, > 'ne

Re: Question regarding patterns and noise

2016-04-26 Thread Matthew Taylor
What are the encoder parameters you're using to encode these numbers? 5 and 6 might be close enough that they get encoded as the same bit array. What are your min/max values for the scalar encoder? Or are yo using another encoder? - Matt Taylor OS Community Flag-Bearer Numenta On Tue,

Another "what Matt's working on" email

2016-04-25 Thread Matthew Taylor
In addition to helping line up hackathon sponsorships and working on YouTube videos, here are the areas I'm planning on focusing my efforts over the next few months. #1: Public Data Marketplace: "SODA Tap" [1] Since I started here at Numenta over 4 years ago, there's always been talk of an

Re: Installing older versions of nupic

2016-04-25 Thread Matthew Taylor
Hope this helps: https://github.com/numenta/nupic/wiki/Installing-Older-Versions-of-NuPIC - Matt Taylor OS Community Flag-Bearer Numenta On Fri, Apr 22, 2016 at 3:23 AM, Marek Otahal wrote: > Hi Sasha, > > > On Fri, Apr 22, 2016 at 10:56 AM, Karin Valisova

Matt OOTO till Monday

2016-04-20 Thread Matthew Taylor
Hello NuPIC, I have been overdoing it a bit with work lately, and I need a few days away from the computer. So I'm taking a 4-day weekend and won't be responding to emails until Monday. Regards, - Matt Taylor OS Community Flag-Bearer Numenta

Re: New maths paper on SDRs from community member Mirko Klukas

2016-04-19 Thread Matthew Taylor
ks [1]. > > [1] http://chetansurpur.com/slides/2014/8/5/geospatial-encoder.html#1 > > -- > Yuwei Cui, PhD > > Research Engineer, Numenta Inc. > > > On Tue, Apr 19, 2016 at 8:28 AM, Matthew Taylor <m...@numenta.org> wrote: > >> Hello NuPIC, >> >&

New maths paper on SDRs from community member Mirko Klukas

2016-04-19 Thread Matthew Taylor
Hello NuPIC, I just wanted to point out a new paper sent to me by Mirko Klukas: http://blog.mirkoklukas.com/sparse-distributed-representations-and-witness-complexes/ I've added this to our community content wiki: https://github.com/numenta/nupic/wiki/Community-Content Thanks Mirko! -

Re: Re:problem when running swarming test

2016-04-16 Thread Matthew Taylor
Well, we know that MySQL 5.7 is incompatible with NuPIC, so the first thing I would do is downgrade to MySQL 5.6 or lower. - Matt Taylor OS Community Flag-Bearer Numenta On Fri, Apr 15, 2016 at 7:33 PM, Jianghao Shen wrote: > Hi, matt, the MySQL I'm using is

Re: HTM Hackers' Hangout today

2016-04-15 Thread Matthew Taylor
Here's the JOIN link: https://hangouts.google.com/call/5f5x6gosjngtvkqvfj75brjkzqe - Matt Taylor OS Community Flag-Bearer Numenta On Fri, Apr 15, 2016 at 7:55 AM, cogmission (David Ray) <cognitionmiss...@gmail.com> wrote: > See ya' there! ;) > > On Fri, Apr 15, 2016 at 9

HTM Hackers' Hangout today

2016-04-15 Thread Matthew Taylor
Just a reminder: https://plus.google.com/b/100642636108337517466/events/ckks3an59912o93hscef8jefua4 Anyone may join, I'll post the link here on this thread (and on the G+ event) after I've started the hangout. Regards, - Matt Taylor OS Community Flag-Bearer Numenta

Re: Introducing "HTM School"

2016-04-15 Thread Matthew Taylor
3rd episode is ready: https://www.youtube.com/watch?v=ZDgCdWTuIzc I won't post any more emails, so if you want to follow along, please be sure to subscribe to our YouTube channel. - Matt Taylor OS Community Flag-Bearer Numenta On Fri, Apr 8, 2016 at 6:39 AM, Matthew Taylor &l

Re: problem when running swarming test

2016-04-14 Thread Matthew Taylor
It is strange that you got an XML error while testing MySQL. What version of MySQL are you using? How did you install NuPIC? Regards, - Matt Taylor OS Community Flag-Bearer Numenta On Thu, Apr 14, 2016 at 9:46 AM, Jianghao Shen wrote: > hello everyone , I tried

Re: dodging overfitting

2016-04-12 Thread Matthew Taylor
der question than just > swarming, and is unsolved. > > -f > > > > On 13 April 2016 at 05:59, Matthew Taylor <m...@numenta.org> wrote: > >> Hi Sam. No danger of overfitting with HTM because it is an online >> learning system. It changes it's representation

Re: dodging overfitting

2016-04-12 Thread Matthew Taylor
Hi Sam. No danger of overfitting with HTM because it is an online learning system. It changes it's representation of the input space as the temporal patterns change. Don't think of swarming as a "test set", just think of it as a data sample to get the right encoding parameters. - Matt

Re: Reading Network API inputs/outputs

2016-04-12 Thread Matthew Taylor
Nasser, Sorry it took me so long to get back to you. Have you seen this video? https://www.youtube.com/watch?v=g9yS9zFt3dM I'm not sure if it helps or not... we don't have a complete Network API tutorial yet, something I've been wanting to work on. - Matt Taylor OS Community Flag-Bearer

Re: Introducing "HTM School"

2016-04-08 Thread Matthew Taylor
I'm very happy you folks enjoyed the first episode! Thanks for the praises. I hope you enjoy the 2nd episode just as much! :) https://www.youtube.com/watch?v=Ub1fE-bAroA - Matt Taylor OS Community Flag-Bearer Numenta On Fri, Apr 1, 2016 at 11:44 AM, Matthew Taylor <m...@numenta.

Re: nupic Digest, Vol 36, Issue 7

2016-04-07 Thread Matthew Taylor
umenta.org >> >> When replying, please edit your Subject line so it is more specific >> than "Re: Contents of nupic digest..." >> >> >> Today's Topics: >> >>1. Re: Multi-input and multi-level models (Phil Goddard) >>2. Re: Multi-i

Re: Multi-input and multi-level models

2016-04-06 Thread Matthew Taylor
gt; t5 A5 ignore > > t6 A6 ignore > > t7 A7 B3 > > etc. > > > Phil. > > > -- > *From:* nupic <nupic-boun...@lists.numenta.org> on behalf of Matthew > Taylor <m...@numenta.org> > *Sent:* Wednesday, 6 April 2016 7

Re: Product Support Website Form (Ursus) [#1]

2016-04-06 Thread Matthew Taylor
arer > Numenta > > On Wed, Apr 6, 2016 at 5:53 AM, Jason <nicebos...@hotmail.com> wrote: > > I tried that. It's in the log too before the 0.2 installation. Didn't > work. Please advise. > > On Apr 5, 2016, at 4:36 PM, Matthew Taylor <m...@numenta.org> wrote: >

Re: Product Support Website Form (Ursus) [#1]

2016-04-06 Thread Matthew Taylor
com> wrote: > I tried that. It's in the log too before the 0.2 installation. Didn't > work. Please advise. > > On Apr 5, 2016, at 4:36 PM, Matthew Taylor <m...@numenta.org> wrote: > > That's strange, because there is a nupic.bindings wheel on pypi for OS X > 10.9 at > htt

Re: Product Support Website Form (Ursus) [#1]

2016-04-05 Thread Matthew Taylor
That's strange, because there is a nupic.bindings wheel on pypi for OS X 10.9 at https://pypi.python.org/packages/cp27/n/nupic.bindings/nupic.bindings-0.4.1-cp27-none-macosx_10_9_intel.whl Can you try downloading it and installing direction like you tried with the 0.2.1 version in your log?

Connected Car Hackathon this weekend in Oakland

2016-04-05 Thread Matthew Taylor
Hello NuPIC, I'll be at the Connected Car Hackathon in Oakland this weekend, representing Numenta and HTM technology. I am hoping people will try to use HTM for GPS and live car data processing. http://numenta.com/events/connected-car-hackathon-oakland-ca.html Anyone else coming? - Matt

Re: Blog post: "The column SDR that wasn't random enough"

2016-04-04 Thread Matthew Taylor
; My apologies, reading Matt's email I realize I never congratulated you >>> on creating a great blog post - these things take a lot of work and in my >>> rush to right the confusion in my world, I didn't acknowledge that! Again, >>> my apologies! >>> >>>

Re: Senior Design Project w/ NuPIC

2016-04-04 Thread Matthew Taylor
Arthur, I would love to dive into your project and help out, but I'm not going to have the time to do this until next week, probably. If anyone else wants to take a look, please do? - Matt Taylor OS Community Flag-Bearer Numenta On Fri, Apr 1, 2016 at 7:04 AM, Arthur Harris

Re: nupic Digest, Vol 35, Issue 24

2016-04-04 Thread Matthew Taylor
Sam, sorry for the delayed response. See: https://github.com/numenta/nupic/wiki/NuPIC-Usage-FAQ#can-i-save-and-restore-models Also, please don't respond to digest emails. Here are details: https://github.com/numenta/nupic/wiki/Mailing-List-Etiquette Regards, - Matt Taylor OS Community

Re: HTM Hackers' Hangout today 3PM PDT

2016-04-01 Thread Matthew Taylor
Here is the link if you want to JOIN: https://hangouts.google.com/call/tdsj3bea5jccnacybpsfo3jlzee - Matt Taylor OS Community Flag-Bearer Numenta On Fri, Apr 1, 2016 at 12:40 PM, Matthew Taylor <m...@numenta.org> wrote: > https://plus.google.com/b/1006426361083375174

HTM Hackers' Hangout today 3PM PDT

2016-04-01 Thread Matthew Taylor
https://plus.google.com/b/100642636108337517466/events/c0pq75o1ljhq19qstl7r6p35lkk Last time, it seemed to work out if I gave people a link to join the hangout right before the event, so I'll do the same thing this time. Expect an email from me on this thread in about 1 hr 20m. Regards,

Introducing "HTM School"

2016-04-01 Thread Matthew Taylor
Hello NuPIC! https://www.youtube.com/watch?v=XMB0ri4qgwc HTM School is a new YouTube series I am producing to educate the general public about Hierarchical Temporal Memory. It is focused on the layperson, not the expert, so episodes will start off very basic and build up in complexity as the

Re: 10 Step prediction

2016-03-30 Thread Matthew Taylor
On Wed, Mar 30, 2016 at 7:53 AM, Chittavajhula, Phanindra (MRO) < pchittava...@marathonoil.com> wrote: > Based on the plot shown in the hot gym tutorial, predictions are one to > one to the actual value. How to get the values beyond last date or > timestamp ? That is, I want to see prediction

Anybody want a rich GPS data set to play with?

2016-03-29 Thread Matthew Taylor
Hello NuPIC, After moving to the beautiful city of Paso Robles, I met a man in my neighborhood who was also in the software business. We met for coffee a few times. His name is Jed Dawson, and he works for his family business, Paso Robles Waste and Recycling. He has very kindly exposed the past

[ANN] NuPIC 0.5.1 releases

2016-03-28 Thread Matthew Taylor
Hello NuPIC, This is a bugfix release, created because of a small change to the Network API (the addition of an option). It includes a release of nupic.core 0.4.1. See the latest readme at https://github.com/numenta/nupic for updated installation instructions. Regards, - Matt Taylor OS

Re: question on saving HTM models

2016-03-28 Thread Matthew Taylor
Hi Sam! https://github.com/numenta/nupic/wiki/NuPIC-Usage-FAQ#can-i-save-and-restore-models Regards, - Matt Taylor OS Community Flag-Bearer Numenta On Mon, Mar 28, 2016 at 11:33 AM, Samuel O Heiserman < sheis...@binghamton.edu> wrote: > Hey Nupic! > > I'm trying to find out, how

Re: Multi-input and multi-level models

2016-03-28 Thread Matthew Taylor
Phil, I have an example project that will converge multiple River View data streams into one model properly with NuPIC. It is called Menorah, check it out here: https://github.com/nupic-community/menorah If nothing else, it is an example of converging disparate data sources into a multi-field

Re: Help running nupic vision

2016-03-23 Thread Matthew Taylor
PR merged. Sorry, I must've missed it. - Matt Taylor OS Community Flag-Bearer Numenta On Wed, Mar 23, 2016 at 3:13 AM, Николай Климов wrote: > There are syntax errors in file vision_testbench.py (I made a pull > request, but for some reason it was not merged). > >

Re: question of running swaming

2016-03-23 Thread Matthew Taylor
The problem is that there is no "USER" environment variable on Windows systems. Here are instructions: http://superuser.com/questions/165909/how-can-i-set-user-environmental-variables-such-as-path-from-a-non-administrat I would set the USER variable to be your login username. - Matt

Re: numenta-apps: taurus installation issue

2016-03-22 Thread Matthew Taylor
Wonderful! Huge thanks to Vitaly for helping out! - Matt Taylor OS Community Flag-Bearer Numenta On Mon, Mar 21, 2016 at 11:47 PM, Ky Vannroath wrote: > Hi Vitaly, > > > > Thank you very much. I am able to start all the services now. > > > > Best, > > Vannroath

Re: InfluxHTM frontend?

2016-03-19 Thread Matthew Taylor
Actually, the charting is a part of the smartthings.htm.bridge: https://github.com/nupic-community/smartthings.htm.bridge All the charting is done there on the frontend in angular.js. Jeff Fohl can tell you more about it, he's the guy who put it together for me. Thanks, Jeff! I would try to help,

Re: Hello? Beuhler?

2016-03-15 Thread Matthew Taylor
Videos are beginning to appear magically at https://www.youtube.com/playlist?list=PL3yXMgtrZmDrVRwObK5dKrYUGTHNOiOy- ... BIG THANKS to Chandan for coordinating this meetup. It was a big success. Lots of new people doing cool stuff. Also, thanks Jeff Fohl for being our cameraman. :) Regards,

Re: --boxed : unrecognized argument in NuPIC test

2016-03-13 Thread Matthew Taylor
What version of py.test is installed? pip freeze | grep pytest Mine says: pytest==2.5.1 pytest-cov==1.6 pytest-xdist==1.8 - Matt Taylor OS Community Flag-Bearer Numenta On Sun, Mar 13, 2016 at 8:43 AM, Laurent Julliard wrote: > Hi, > > I followed the NuPIC

Re: question when learning Scott's guide video

2016-03-12 Thread Matthew Taylor
Hi Shen, It might be worth it to spend some time learning Python. It will be hard to build anything with NuPIC until you know the basics. The error you are getting is because you have not imported any Python objects from the "nupic" module. Scott's tutorial is using something called an iPython

Help spread the word about HTM

2016-03-09 Thread Matthew Taylor
Hello NuPIC, Good news! Our HTM community here continues to grow and flourish. We see new names on our mailing list every week, and new people in our chat rooms. These are signs of a healthy community! But, I think we can take HTM to the next level. I believe that HTM contains the foundational

Swarming Performance Tips

2016-03-07 Thread Matthew Taylor
Hello NuPIC, Here are some tips for swarming in no particular order: 1. Only swarm over a few thousand rows of data (3000 max). Tune this with the "iterationCount" swarm setting. 2. Ensure you swarm over the same type of data you'll run the model against. Using a sample of the exact same data

Re: Running multiple swarms concurrently

2016-03-07 Thread Matthew Taylor
It doesn't surprise me if multiple swarms doesn't work by default. You can control how many CPUs are used during a swarm if you use the "maxWorkers" option. If you max out your CPUs with one swarm, running another swarm in another process obviously won't help. There might be some MySQL problems

Re: HTM Hackers' Hangout this Friday

2016-03-04 Thread Matthew Taylor
It worked! Thanks for joining, friends. https://www.youtube.com/watch?v=Ojp9HbE4Ck8 - Matt Taylor OS Community Flag-Bearer Numenta On Fri, Mar 4, 2016 at 2:55 PM, Matthew Taylor <m...@numenta.org> wrote: > I hope this works. If you want to join (now!) click here

Re: HTM Hackers' Hangout this Friday

2016-03-04 Thread Matthew Taylor
I hope this works. If you want to join (now!) click here: https://hangouts.google.com/call/6jdrsnpyprgndhrohrs2e3rnbie - Matt Taylor OS Community Flag-Bearer Numenta On Wed, Mar 2, 2016 at 2:20 PM, Matthew Taylor <m...@numenta.org> wrote: > Hello NuPIC, > > Reminder th

Re: New Talks at HTM Bay Area Meetup - Mar 14 San Jose

2016-03-04 Thread Matthew Taylor
This is going to be great! :) (Just to be clear, "Jeff" is Jeff Fohl, not Jeff Hawkins.) - Matt Taylor OS Community Flag-Bearer Numenta On Fri, Mar 4, 2016 at 11:21 AM, Chandan Maruthi wrote: > Hi All, > The HTM Bay Area Meetup on the 14 of Mar is getting

Re: Do you know of any upcoming hackathons where HTM could be applied?

2016-03-03 Thread Matthew Taylor
Oh yeah... I should also have mentioned... - Geospatial Data hackathons! :) - Matt Taylor OS Community Flag-Bearer Numenta On Thu, Mar 3, 2016 at 1:20 PM, Matthew Taylor <m...@numenta.org> wrote: > Hello NuPIC, > > We have been putting on hackathons about twice a year

Do you know of any upcoming hackathons where HTM could be applied?

2016-03-03 Thread Matthew Taylor
Hello NuPIC, We have been putting on hackathons about twice a year for a few years now, but I'm also looking for other hackathons where HTM might be a good fit. Some examples are things like: - Internet of Things hackathons - Big Data hackathons - Streaming Data hackathons - Data Analytics

Re: [External] Re: Swarm description issue executing Swarm.py

2016-03-03 Thread Matthew Taylor
I must point out that Windows is not officially supported by NuPIC yet [1]. We don't have the setup to debug everyone's Windows issues, and I'm not even sure anyone has tried swarming on Windows at all. Feel free to help each other on the mailing list with Windows issues, but the Numenta team I

HTM Hackers' Hangout this Friday

2016-03-02 Thread Matthew Taylor
Hello NuPIC, Reminder that we're having an online hangout this Friday at 3PM PST: https://plus.google.com/b/100642636108337517466/events/c8d76occh10mtjtnsj435do67b4 I know we've had some big problems with Google Hangouts recently, but I haven't vetted an alternative technology yet. We might try

Re: numenta-apps: taurus installation issue

2016-03-01 Thread Matthew Taylor
Yes, it does look like you have NuPIC installed properly if you can run that script. Standby and I will try to get you some help. But I never run Taurus so I'm not the best person to help out. And the rest of the Numenta engineers may or may not have time to respond today. I'll see what I can do!

Re: Several questions regarding swarming

2016-02-29 Thread Matthew Taylor
Answers below... On Mon, Feb 29, 2016 at 3:47 PM, Wakan Tanka wrote: > > 1. Why there are included both columns ("timestamp" and > "kw_energy_consumption") in 2nd swarm config, while there is only one column > ("sine") in 1st example under "includedFields"? If I understand

Re: Several questions regarding input data and running model

2016-02-29 Thread Matthew Taylor
Before talking about your detailed questions, I would like to talk about some high level goals you have for HTM. You said your data stream can have 1700 records per second, making this a very fast stream of data. There is a good chance that you'll need to aggregate or subsample this data to get

Re: nupic Digest, Vol 34, Issue 30

2016-02-29 Thread Matthew Taylor
nstallation issue (Ky Vannroath) >>4. Re: Dotnetcore (Erin Loy) >>5. Re: HTM and images (Wakan Tanka) >>6. Re: how to do he inverse SDR? (Wakan Tanka) >>7. Re: how to do he inverse SDR? (Andreas Pichler) >>8. Re: question of installing nupic (Richa

Re: numenta-apps: taurus installation issue

2016-02-29 Thread Matthew Taylor
7 INFO:__main__:After 800 records, 1-step altMAPE=22.859475 INFO:__main__:After 900 records, 1-step altMAPE=23.299378 INFO:__main__:After 1000 records, 1-step altMAPE=23.396538 Regards, - Matt Taylor OS Community Flag-Bearer Numenta On Mon, Feb 29, 2016 at 8:28 AM, Matthew Tay

The state of NuPIC on Windows

2016-02-29 Thread Matthew Taylor
Hello NuPIC, I have been very happy to see so many Windows developers trying to get NuPIC running on their systems. Thanks for giving us a shot! As you've probably noticed, it is a bit hit and miss with the installations. So I wanted to clarify something... NuPIC is not officially supported on

Re: Dotnetcore

2016-02-29 Thread Matthew Taylor
On Sun, Feb 28, 2016 at 8:44 PM, rebolforces wrote: > for example if you currently go to the quickstart instructions box on the > page at numenta.org with Ubuntu, it still has > :$ pip install >

Re: how to do he inverse SDR?

2016-02-29 Thread Matthew Taylor
What about GitHub or Bitbucket? - Matt Taylor OS Community Flag-Bearer Numenta On Mon, Feb 29, 2016 at 2:19 AM, Andreas Pichler wrote: > It's 2 MB big (together with a pdf documentation) and i don't want to spam > the general mailing list:) > But I send it to

Re: Dotnetcore

2016-02-29 Thread Matthew Taylor
Allen, Unfortunately, there is not Dockerfile for HTM Engine. That would be a great community contribution if you want to help out. Also, I do not know of any .NET ports of the most recent generation of HTM algorithms. On Sun, Feb 28, 2016 at 10:53 PM, Erin Loy

Re: numenta-apps: taurus installation issue

2016-02-29 Thread Matthew Taylor
Hi Vannroath, The best way to report a problem with any numenta-apps projects is to create an issue on GitHub: https://github.com/numenta/numenta-apps/issues/new That way, the repo maintainers will get notified. Can you do that, please? Thanks, - Matt Taylor OS Community Flag-Bearer

Re: [off topic] A new test for AI

2016-02-27 Thread Matthew Taylor
So far I think I'm losing to the robots. :/ - Matt Taylor OS Community Flag-Bearer Numenta On Sat, Feb 27, 2016 at 10:08 AM, Scott Purdy wrote: > Looks cool, Tom! It seems like a good way to test out a certain type of > algorithm. But you could certainly solve this

Re: Interested in HTM consulting?

2016-02-25 Thread Matthew Taylor
:36 PM, Matthew Taylor <m...@numenta.org> wrote: > Hello NuPIC, > > As HTM has gotten more attention, companies are starting to contact us > asking for consultants. Numenta does not provide consulting (nor to we > plan to), but we'd like to keep a list of community members who

Re: how to do the inverse SDR ?

2016-02-25 Thread Matthew Taylor
Mark, you didn't know? Yuwei is a special agent with access to the government's most secret time-warping technology. We call him "008" in the office. ;) - Matt Taylor OS Community Flag-Bearer Numenta On Wed, Feb 24, 2016 at 4:56 PM, Marek Otahal wrote: > ok Yuwei,

Interested in HTM consulting?

2016-02-24 Thread Matthew Taylor
Hello NuPIC, As HTM has gotten more attention, companies are starting to contact us asking for consultants. Numenta does not provide consulting (nor to we plan to), but we'd like to keep a list of community members who might be interested in doing so. If you have the time and skill set to do HTM

Re: Anomaly likelihood loading from saved model

2016-02-24 Thread Matthew Taylor
Currently, the anomaly likelihood state is not saved when you persist a model. That means when you resurrect the model, it will need to see 500 data points before you start getting likelihood values again. I've created a feature request to address this:

Re: Geospatial Tracking

2016-02-24 Thread Matthew Taylor
https://github.com/numenta/nupic/wiki/NuPIC-Usage-FAQ#can-i-save-and-restore-models - Matt Taylor OS Community Flag-Bearer Numenta On Wed, Feb 24, 2016 at 4:53 AM, carlos arenas wrote: > Hi everyone > Is there any way to make Geospatial Tracking "remember" what

Re: Installation issues

2016-02-24 Thread Matthew Taylor
Aha, so this is a MySQL 7 issue, not a Windows issue. That is good to know, because we already know about the MySQL issue and are working on fixes. - Matt Taylor OS Community Flag-Bearer Numenta On Wed, Feb 24, 2016 at 1:12 AM, Richard Crowder wrote: > Hi Phil, > >

Re: Installation issues

2016-02-23 Thread Matthew Taylor
Honestly, I am surprised that works on Windows. We do not yet "officially" support Windows, and none of us at Numenta currently run that OS. You might need to try to get help from others on the list who run Windows. Can any Windows people help Phil? What is your experience today getting NuPIC

Re: Geospatial tracking for maritime anomalies

2016-02-23 Thread Matthew Taylor
problem. It may be that you need to start from scratch and attack this problem from a different perspective. - Matt Taylor OS Community Flag-Bearer Numenta On Tue, Feb 23, 2016 at 3:04 PM, Matthew Taylor <m...@numenta.org> wrote: > I'll try running the new data fil

Re: Geospatial tracking for maritime anomalies

2016-02-23 Thread Matthew Taylor
> I have added a bigger sample of data and a table where it is compared scale > and anomaly ratio of a regular data sample (for this table I've considered > an anomaly everything over a 0.5 score) > > > > 2016-02-23 22:29 GMT+01:00 Matthew Taylor <m...@numenta.org>: >&g

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