Eric, that sounds really cool! I would love a VR device, but I don't have time to help right now. I hope someone else the community does! Jump on our Gitter chatroom to talk to Eric. He's been active in there the past week.
https://gitter.im/numenta/public/ Regards, --------- Matt Taylor OS Community Flag-Bearer Numenta PS: Eric, please read: https://github.com/numenta/nupic/wiki/Mailing-List-Etiquette (how not to reply to a digest email) On Thu, Apr 7, 2016 at 9:25 AM, Eric Green <[email protected]> wrote: > Is anyone at Nupic interested in collaboration in VR? We have the > possibility to give away a free HTC Vive Pre , so let us know. > On Apr 7, 2016 12:23 PM, <[email protected]> wrote: > >> Send nupic mailing list submissions to >> [email protected] >> >> To subscribe or unsubscribe, visit >> http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org >> or, via email, send a message with subject or body 'help' to >> [email protected] >> >> You can reach the person managing the list at >> [email protected] >> >> 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-input and multi-level models (Matthew Taylor) >> 3. Re: Multi-input and multi-level models (Phil Goddard) >> 4. Re: Multi-input and multi-level models (Matthew Taylor) >> >> >> ---------------------------------------------------------------------- >> >> Message: 1 >> Date: Wed, 6 Apr 2016 18:39:38 +0000 >> From: Phil Goddard <[email protected]> >> To: NuPIC general mailing list. <[email protected]> >> Subject: Re: Multi-input and multi-level models >> Message-ID: >> < >> sg2pr02mb140792766cd2eac84c404e1fbe...@sg2pr02mb1407.apcprd02.prod.outlook.com >> > >> >> Content-Type: text/plain; charset="iso-8859-1" >> >> Hi Matt, >> >> >> these examples are useful, particularly for showing input data that is >> all dependent on the same time stamp. >> >> >> However, is it possible to input multiple series where each is dependent >> on a different time? >> >> i.e. signal A arrives every 1 minute, but signal B arrives every 5 >> minutes, etc? >> >> >> Thanks >> >> Phil. >> >> >> ________________________________ >> From: nupic <[email protected]> on behalf of Matthew >> Taylor <[email protected]> >> Sent: Monday, 28 March 2016 3:13 PM >> To: [email protected] >> Subject: Re: Multi-input and multi-level models >> >> 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 >> [https://avatars2.githubusercontent.com/u/8866221?v=3&s=400]< >> https://github.com/nupic-community/menorah> >> >> nupic-community/menorah<https://github.com/nupic-community/menorah> >> github.com >> menorah - Menorah is a NuPIC experiment framework for River View. >> >> >> If nothing else, it is an example of converging disparate data sources >> into a multi-field model. >> >> --------- >> Matt Taylor >> OS Community Flag-Bearer >> Numenta >> >> On Mon, Mar 28, 2016 at 7:34 AM, Phil Goddard <[email protected] >> <mailto:[email protected]>> wrote: >> >> Hi Marcus, >> >> >> thanks for the links, I'll take a look at them shortly. >> >> >> In terms of the hotgym example, I think of that as really being 1 time >> series input rather than multiple inputs. >> >> >> One thing I need is to be able to input multiple time series'. >> >> In particular, inputs that arrive at different time intervals. >> >> (The inputs can't be handled by aligning them with just one time vector - >> each input needs it's own time vector.) >> >> >> Thanks >> >> Phil. >> >> ________________________________ >> From: nupic <[email protected]<mailto: >> [email protected]>> on behalf of Marcus Lewis < >> [email protected]<mailto:[email protected]>> >> Sent: Monday, 28 March 2016 5:49 AM >> To: [email protected]<mailto:[email protected]> >> Subject: Re: Multi-input and multi-level models >> >> Hi Phil, >> >> Multiple inputs are pretty easy with the OPF (i.e. the CLAModel). For >> example, hotgym< >> https://github.com/numenta/nupic/blob/master/examples/opf/clients/hotgym/simple/model_params.py#L66> >> uses the timestamp and the current power consumption. >> >> For multi-level models, you'll probably want to use the Network API. >> Subutai gave a recent talk: https://www.youtube.com/watch?v=g9yS9zFt3dM >> . Here's a demo that uses multiple levels: >> https://github.com/numenta/nupic/blob/master/examples/network/hierarchy_network_demo.py >> >> Strictly speaking, from the Network API's perspective, the CLAModel only >> has one input, since it concatenates< >> https://github.com/numenta/nupic/blob/master/src/nupic/frameworks/opf/clamodel.py#L1108> >> the encodings via a MultiEncoder, but that's just an implementation detail. >> I recently created a demo that puts multiple inputs into a Network: >> https://github.com/numenta/nupic/blob/master/examples/network/core_encoders_demo.py >> >> Hope that helps! >> Marcus >> >> On Sun, Mar 27, 2016 at 10:06 PM, Phil Goddard <[email protected] >> <mailto:[email protected]>> wrote: >> >> >> I'm looking for an example (or examples) of using NuPIC with either (or >> both of) multiple inputs and multiple levels. >> >> >> With multiple inputs, the nearest example I can find is the NY Taxi >> example. >> >> However the technical paper I have indicates that the 3 inputs are >> aggregated into one input (via competitive polling) before being fed into >> the model. >> >> Can anyone tell me if it possible to have multiple inputs? >> >> Or do multiple inputs have to be processed into one input as per that >> example? >> >> I can't find the code for the NY taxi example (in the NuPIC GitHub >> repository). >> >> Is it available, and if so where? >> >> >> Also, is it possible to develop multi-level models? >> >> If anyone can point me at any technical description of such models, or a >> code example, I'd appreciate it. >> >> >> thanks >> >> Phil. >> >> >> >> >> >> -------------- next part -------------- >> An HTML attachment was scrubbed... >> URL: < >> http://lists.numenta.org/pipermail/nupic_lists.numenta.org/attachments/20160406/d91a7ab1/attachment-0001.html >> > >> >> ------------------------------ >> >> Message: 2 >> Date: Wed, 6 Apr 2016 12:32:03 -0700 >> From: Matthew Taylor <[email protected]> >> To: "NuPIC general mailing list." <[email protected]> >> Subject: Re: Multi-input and multi-level models >> Message-ID: >> <CAJv6nDNtxENsrkvdjCpLyr+==xMXaGaXm6HALQ43= >> [email protected]> >> Content-Type: text/plain; charset="utf-8" >> >> Yes, that is what menorah does in the "Confluence" class. It merges >> multiple Rivers into one stream of data. >> >> >> https://github.com/nupic-community/menorah/blob/master/menorah/confluence.py >> >> --------- >> Matt Taylor >> OS Community Flag-Bearer >> Numenta >> >> On Wed, Apr 6, 2016 at 11:39 AM, Phil Goddard <[email protected]> >> wrote: >> >> > Hi Matt, >> > >> > >> > these examples are useful, particularly for showing input data that is >> all >> > dependent on the same time stamp. >> > >> > >> > However, is it possible to input multiple series where each is dependent >> > on a different time? >> > >> > i.e. signal A arrives every 1 minute, but signal B arrives every 5 >> > minutes, etc? >> > >> > >> > Thanks >> > >> > Phil. >> > >> > >> > ------------------------------ >> > *From:* nupic <[email protected]> on behalf of Matthew >> > Taylor <[email protected]> >> > *Sent:* Monday, 28 March 2016 3:13 PM >> > *To:* [email protected] >> > *Subject:* Re: Multi-input and multi-level models >> > >> > 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 >> > <https://github.com/nupic-community/menorah> >> > nupic-community/menorah <https://github.com/nupic-community/menorah> >> > github.com >> > menorah - Menorah is a NuPIC experiment framework for River View. >> > >> > If nothing else, it is an example of converging disparate data sources >> > into a multi-field model. >> > >> > --------- >> > Matt Taylor >> > OS Community Flag-Bearer >> > Numenta >> > >> > On Mon, Mar 28, 2016 at 7:34 AM, Phil Goddard <[email protected]> >> wrote: >> > >> >> Hi Marcus, >> >> >> >> >> >> thanks for the links, I'll take a look at them shortly. >> >> >> >> >> >> In terms of the hotgym example, I think of that as really being 1 time >> >> series input rather than multiple inputs. >> >> >> >> >> >> One thing I need is to be able to input multiple time series'. >> >> >> >> In particular, inputs that arrive at different time intervals. >> >> >> >> (The inputs can't be handled by aligning them with just one time >> vector - >> >> each input needs it's own time vector.) >> >> >> >> >> >> Thanks >> >> >> >> Phil. >> >> >> >> ------------------------------ >> >> *From:* nupic <[email protected]> on behalf of Marcus >> >> Lewis <[email protected]> >> >> *Sent:* Monday, 28 March 2016 5:49 AM >> >> *To:* [email protected] >> >> *Subject:* Re: Multi-input and multi-level models >> >> >> >> Hi Phil, >> >> >> >> Multiple inputs are pretty easy with the OPF (i.e. the CLAModel). For >> >> example, hotgym >> >> < >> https://github.com/numenta/nupic/blob/master/examples/opf/clients/hotgym/simple/model_params.py#L66 >> > >> >> uses the timestamp and the current power consumption. >> >> >> >> For multi-level models, you'll probably want to use the Network API. >> >> Subutai gave a recent talk: >> https://www.youtube.com/watch?v=g9yS9zFt3dM . >> >> Here's a demo that uses multiple levels: >> >> >> https://github.com/numenta/nupic/blob/master/examples/network/hierarchy_network_demo.py >> >> >> >> Strictly speaking, from the Network API's perspective, the CLAModel >> only >> >> has one input, since it concatenates >> >> < >> https://github.com/numenta/nupic/blob/master/src/nupic/frameworks/opf/clamodel.py#L1108> >> the >> >> encodings via a MultiEncoder, but that's just an implementation >> detail. I >> >> recently created a demo that puts multiple inputs into a Network: >> >> >> https://github.com/numenta/nupic/blob/master/examples/network/core_encoders_demo.py >> >> >> >> >> >> Hope that helps! >> >> Marcus >> >> >> >> On Sun, Mar 27, 2016 at 10:06 PM, Phil Goddard <[email protected]> >> >> wrote: >> >> >> >>> >> >>> I'm looking for an example (or examples) of using NuPIC with either >> (or >> >>> both of) multiple inputs and multiple levels. >> >>> >> >>> >> >>> With multiple inputs, the nearest example I can find is the NY Taxi >> >>> example. >> >>> >> >>> However the technical paper I have indicates that the 3 inputs are >> >>> aggregated into one input (via competitive polling) before being fed >> into >> >>> the model. >> >>> >> >>> Can anyone tell me if it possible to have multiple inputs? >> >>> >> >>> Or do multiple inputs have to be processed into one input as per that >> >>> example? >> >>> >> >>> >> >>> I can't find the code for the NY taxi example (in the NuPIC GitHub >> >>> repository). >> >>> >> >>> Is it available, and if so where? >> >>> >> >>> >> >>> Also, is it possible to develop multi-level models? >> >>> >> >>> If anyone can point me at any technical description of such models, >> or a >> >>> code example, I'd appreciate it. >> >>> >> >>> >> >>> thanks >> >>> >> >>> Phil. >> >>> >> >>> >> >>> >> >>> >> >>> >> >> >> > >> -------------- next part -------------- >> An HTML attachment was scrubbed... >> URL: < >> http://lists.numenta.org/pipermail/nupic_lists.numenta.org/attachments/20160406/0d59f95c/attachment-0001.html >> > >> >> ------------------------------ >> >> Message: 3 >> Date: Wed, 6 Apr 2016 21:17:53 +0000 >> From: Phil Goddard <[email protected]> >> To: NuPIC general mailing list. <[email protected]> >> Subject: Re: Multi-input and multi-level models >> Message-ID: >> < >> ps1pr02mb1401cc3bdb648e474663829abe...@ps1pr02mb1401.apcprd02.prod.outlook.com >> > >> >> Content-Type: text/plain; charset="iso-8859-1" >> >> Perhaps I'm misunderstanding confluence.py, but I thought it was taking >> the last updated value of the slower stream, i.e. the input becomes, >> >> >> t1 A1 B1 >> >> t2 A2 B1 >> >> t3 A3 B1 >> >> t4 A4 B2 >> >> t5 A5 B2 >> >> t6 A6 B2 >> >> t7 A7 B3 >> >> etc. >> >> >> Whereas what I'm thinking of is, >> >> t1 A1 B1 >> >> t2 A2 ignore >> >> t3 A3 ignore >> >> t4 A4 B2 >> >> t5 A5 ignore >> >> t6 A6 ignore >> >> t7 A7 B3 >> >> etc. >> >> >> Phil. >> >> >> ________________________________ >> From: nupic <[email protected]> on behalf of Matthew >> Taylor <[email protected]> >> Sent: Wednesday, 6 April 2016 7:32 PM >> To: [email protected] >> Subject: Re: Multi-input and multi-level models >> >> Yes, that is what menorah does in the "Confluence" class. It merges >> multiple Rivers into one stream of data. >> >> >> https://github.com/nupic-community/menorah/blob/master/menorah/confluence.py >> [https://avatars2.githubusercontent.com/u/8866221?v=3&s=400]< >> https://github.com/nupic-community/menorah/blob/master/menorah/confluence.py >> > >> >> nupic-community/menorah< >> https://github.com/nupic-community/menorah/blob/master/menorah/confluence.py >> > >> github.com >> menorah - Menorah is a NuPIC experiment framework for River View. >> >> >> >> --------- >> Matt Taylor >> OS Community Flag-Bearer >> Numenta >> >> On Wed, Apr 6, 2016 at 11:39 AM, Phil Goddard <[email protected] >> <mailto:[email protected]>> wrote: >> >> Hi Matt, >> >> >> these examples are useful, particularly for showing input data that is >> all dependent on the same time stamp. >> >> >> However, is it possible to input multiple series where each is dependent >> on a different time? >> >> i.e. signal A arrives every 1 minute, but signal B arrives every 5 >> minutes, etc? >> >> >> Thanks >> >> Phil. >> >> >> ________________________________ >> From: nupic <[email protected]<mailto: >> [email protected]>> on behalf of Matthew Taylor < >> [email protected]<mailto:[email protected]>> >> Sent: Monday, 28 March 2016 3:13 PM >> To: [email protected]<mailto:[email protected]> >> Subject: Re: Multi-input and multi-level models >> >> 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 >> [https://avatars2.githubusercontent.com/u/8866221?v=3&s=400]< >> https://github.com/nupic-community/menorah> >> >> nupic-community/menorah<https://github.com/nupic-community/menorah> >> github.com<http://github.com> >> menorah - Menorah is a NuPIC experiment framework for River View. >> >> >> If nothing else, it is an example of converging disparate data sources >> into a multi-field model. >> >> --------- >> Matt Taylor >> OS Community Flag-Bearer >> Numenta >> >> On Mon, Mar 28, 2016 at 7:34 AM, Phil Goddard <[email protected] >> <mailto:[email protected]>> wrote: >> >> Hi Marcus, >> >> >> thanks for the links, I'll take a look at them shortly. >> >> >> In terms of the hotgym example, I think of that as really being 1 time >> series input rather than multiple inputs. >> >> >> One thing I need is to be able to input multiple time series'. >> >> In particular, inputs that arrive at different time intervals. >> >> (The inputs can't be handled by aligning them with just one time vector - >> each input needs it's own time vector.) >> >> >> Thanks >> >> Phil. >> >> ________________________________ >> From: nupic <[email protected]<mailto: >> [email protected]>> on behalf of Marcus Lewis < >> [email protected]<mailto:[email protected]>> >> Sent: Monday, 28 March 2016 5:49 AM >> To: [email protected]<mailto:[email protected]> >> Subject: Re: Multi-input and multi-level models >> >> Hi Phil, >> >> Multiple inputs are pretty easy with the OPF (i.e. the CLAModel). For >> example, hotgym< >> https://github.com/numenta/nupic/blob/master/examples/opf/clients/hotgym/simple/model_params.py#L66> >> uses the timestamp and the current power consumption. >> >> For multi-level models, you'll probably want to use the Network API. >> Subutai gave a recent talk: https://www.youtube.com/watch?v=g9yS9zFt3dM >> . Here's a demo that uses multiple levels: >> https://github.com/numenta/nupic/blob/master/examples/network/hierarchy_network_demo.py >> >> Strictly speaking, from the Network API's perspective, the CLAModel only >> has one input, since it concatenates< >> https://github.com/numenta/nupic/blob/master/src/nupic/frameworks/opf/clamodel.py#L1108> >> the encodings via a MultiEncoder, but that's just an implementation detail. >> I recently created a demo that puts multiple inputs into a Network: >> https://github.com/numenta/nupic/blob/master/examples/network/core_encoders_demo.py >> >> Hope that helps! >> Marcus >> >> On Sun, Mar 27, 2016 at 10:06 PM, Phil Goddard <[email protected] >> <mailto:[email protected]>> wrote: >> >> >> I'm looking for an example (or examples) of using NuPIC with either (or >> both of) multiple inputs and multiple levels. >> >> >> With multiple inputs, the nearest example I can find is the NY Taxi >> example. >> >> However the technical paper I have indicates that the 3 inputs are >> aggregated into one input (via competitive polling) before being fed into >> the model. >> >> Can anyone tell me if it possible to have multiple inputs? >> >> Or do multiple inputs have to be processed into one input as per that >> example? >> >> I can't find the code for the NY taxi example (in the NuPIC GitHub >> repository). >> >> Is it available, and if so where? >> >> >> Also, is it possible to develop multi-level models? >> >> If anyone can point me at any technical description of such models, or a >> code example, I'd appreciate it. >> >> >> thanks >> >> Phil. >> >> >> >> >> >> >> -------------- next part -------------- >> An HTML attachment was scrubbed... >> URL: < >> http://lists.numenta.org/pipermail/nupic_lists.numenta.org/attachments/20160406/c25ad231/attachment-0001.html >> > >> >> ------------------------------ >> >> Message: 4 >> Date: Wed, 6 Apr 2016 15:02:46 -0700 >> From: Matthew Taylor <[email protected]> >> To: "NuPIC general mailing list." <[email protected]> >> Subject: Re: Multi-input and multi-level models >> Message-ID: >> <CAJv6nDNVfrtwUA= >> [email protected]> >> Content-Type: text/plain; charset="utf-8" >> >> Yes, menorah does use the last known value for missing data in streams. >> The >> reason is because there is no way to represent "NONE" in NuPIC, so you >> either send it something like a zero value, or you use the last known >> value. Both of which are false, but the last known value is better IMO >> than >> a zero value. >> >> --------- >> Matt Taylor >> OS Community Flag-Bearer >> Numenta >> >> On Wed, Apr 6, 2016 at 2:17 PM, Phil Goddard <[email protected]> wrote: >> >> > Perhaps I'm misunderstanding confluence.py, but I thought it was taking >> > the last updated value of the slower stream, i.e. the input becomes, >> > >> > >> > t1 A1 B1 >> > >> > t2 A2 B1 >> > >> > t3 A3 B1 >> > >> > t4 A4 B2 >> > >> > t5 A5 B2 >> > >> > t6 A6 B2 >> > >> > t7 A7 B3 >> > >> > etc. >> > >> > >> > Whereas what I'm thinking of is, >> > >> > t1 A1 B1 >> > >> > t2 A2 ignore >> > >> > t3 A3 ignore >> > >> > t4 A4 B2 >> > >> > t5 A5 ignore >> > >> > t6 A6 ignore >> > >> > t7 A7 B3 >> > >> > etc. >> > >> > >> > Phil. >> > >> > >> > ------------------------------ >> > *From:* nupic <[email protected]> on behalf of Matthew >> > Taylor <[email protected]> >> > *Sent:* Wednesday, 6 April 2016 7:32 PM >> > *To:* [email protected] >> > *Subject:* Re: Multi-input and multi-level models >> > >> > Yes, that is what menorah does in the "Confluence" class. It merges >> > multiple Rivers into one stream of data. >> > >> > >> > >> https://github.com/nupic-community/menorah/blob/master/menorah/confluence.py >> > >> > < >> https://github.com/nupic-community/menorah/blob/master/menorah/confluence.py >> > >> > nupic-community/menorah >> > < >> https://github.com/nupic-community/menorah/blob/master/menorah/confluence.py >> > >> > github.com >> > menorah - Menorah is a NuPIC experiment framework for River View. >> > >> > >> > --------- >> > Matt Taylor >> > OS Community Flag-Bearer >> > Numenta >> > >> > On Wed, Apr 6, 2016 at 11:39 AM, Phil Goddard <[email protected]> >> wrote: >> > >> >> Hi Matt, >> >> >> >> >> >> these examples are useful, particularly for showing input data that is >> >> all dependent on the same time stamp. >> >> >> >> >> >> However, is it possible to input multiple series where each is >> dependent >> >> on a different time? >> >> >> >> i.e. signal A arrives every 1 minute, but signal B arrives every 5 >> >> minutes, etc? >> >> >> >> >> >> Thanks >> >> >> >> Phil. >> >> >> >> >> >> ------------------------------ >> >> *From:* nupic <[email protected]> on behalf of Matthew >> >> Taylor <[email protected]> >> >> *Sent:* Monday, 28 March 2016 3:13 PM >> >> *To:* [email protected] >> >> *Subject:* Re: Multi-input and multi-level models >> >> >> >> 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 >> >> <https://github.com/nupic-community/menorah> >> >> nupic-community/menorah <https://github.com/nupic-community/menorah> >> >> github.com >> >> menorah - Menorah is a NuPIC experiment framework for River View. >> >> >> >> If nothing else, it is an example of converging disparate data sources >> >> into a multi-field model. >> >> >> >> --------- >> >> Matt Taylor >> >> OS Community Flag-Bearer >> >> Numenta >> >> >> >> On Mon, Mar 28, 2016 at 7:34 AM, Phil Goddard <[email protected]> >> >> wrote: >> >> >> >>> Hi Marcus, >> >>> >> >>> >> >>> thanks for the links, I'll take a look at them shortly. >> >>> >> >>> >> >>> In terms of the hotgym example, I think of that as really being 1 time >> >>> series input rather than multiple inputs. >> >>> >> >>> >> >>> One thing I need is to be able to input multiple time series'. >> >>> >> >>> In particular, inputs that arrive at different time intervals. >> >>> >> >>> (The inputs can't be handled by aligning them with just one time >> vector >> >>> - each input needs it's own time vector.) >> >>> >> >>> >> >>> Thanks >> >>> >> >>> Phil. >> >>> >> >>> ------------------------------ >> >>> *From:* nupic <[email protected]> on behalf of Marcus >> >>> Lewis <[email protected]> >> >>> *Sent:* Monday, 28 March 2016 5:49 AM >> >>> *To:* [email protected] >> >>> *Subject:* Re: Multi-input and multi-level models >> >>> >> >>> Hi Phil, >> >>> >> >>> Multiple inputs are pretty easy with the OPF (i.e. the CLAModel). For >> >>> example, hotgym >> >>> < >> https://github.com/numenta/nupic/blob/master/examples/opf/clients/hotgym/simple/model_params.py#L66 >> > >> >>> uses the timestamp and the current power consumption. >> >>> >> >>> For multi-level models, you'll probably want to use the Network API. >> >>> Subutai gave a recent talk: >> https://www.youtube.com/watch?v=g9yS9zFt3dM . >> >>> Here's a demo that uses multiple levels: >> >>> >> https://github.com/numenta/nupic/blob/master/examples/network/hierarchy_network_demo.py >> >>> >> >>> Strictly speaking, from the Network API's perspective, the CLAModel >> only >> >>> has one input, since it concatenates >> >>> < >> https://github.com/numenta/nupic/blob/master/src/nupic/frameworks/opf/clamodel.py#L1108> >> the >> >>> encodings via a MultiEncoder, but that's just an implementation >> detail. I >> >>> recently created a demo that puts multiple inputs into a Network: >> >>> >> https://github.com/numenta/nupic/blob/master/examples/network/core_encoders_demo.py >> >>> >> >>> >> >>> Hope that helps! >> >>> Marcus >> >>> >> >>> On Sun, Mar 27, 2016 at 10:06 PM, Phil Goddard <[email protected]> >> >>> wrote: >> >>> >> >>>> >> >>>> I'm looking for an example (or examples) of using NuPIC with either >> (or >> >>>> both of) multiple inputs and multiple levels. >> >>>> >> >>>> >> >>>> With multiple inputs, the nearest example I can find is the NY Taxi >> >>>> example. >> >>>> >> >>>> However the technical paper I have indicates that the 3 inputs are >> >>>> aggregated into one input (via competitive polling) before being fed >> into >> >>>> the model. >> >>>> >> >>>> Can anyone tell me if it possible to have multiple inputs? >> >>>> >> >>>> Or do multiple inputs have to be processed into one input as per that >> >>>> example? >> >>>> >> >>>> >> >>>> I can't find the code for the NY taxi example (in the NuPIC GitHub >> >>>> repository). >> >>>> >> >>>> Is it available, and if so where? >> >>>> >> >>>> >> >>>> Also, is it possible to develop multi-level models? >> >>>> >> >>>> If anyone can point me at any technical description of such models, >> or >> >>>> a code example, I'd appreciate it. >> >>>> >> >>>> >> >>>> thanks >> >>>> >> >>>> Phil. >> >>>> >> >>>> >> >>>> >> >>>> >> >>>> >> >>> >> >> >> > >> -------------- next part -------------- >> An HTML attachment was scrubbed... >> URL: < >> http://lists.numenta.org/pipermail/nupic_lists.numenta.org/attachments/20160406/99c4406c/attachment-0001.html >> > >> >> ------------------------------ >> >> Subject: Digest Footer >> >> _______________________________________________ >> nupic mailing list >> [email protected] >> http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org >> >> >> ------------------------------ >> >> End of nupic Digest, Vol 36, Issue 7 >> ************************************ >> >
