Noisebridge - User contributions [en]

Noisebridge

2011-12-18T15:19:40Z

112.205.235.54:

__NOTOC__ __NOEDITSECTION__
<center>RIP [[Ilya Zhitomirskiy]]</center>


{| width="800px" cellpadding="0" style="color:#000000;border:solid 1px #990000;background-color:#f1f1f1; padding:6px 0px 0px 6px; margin:6px auto 6px auto"
|-valign="top"
|width="100%"|[[File:Veganmember.jpg|150px|link=http://noisetor.net|left]]<div style="text-align:center"> <big><big><big>[http://noisetor.net Please read: A personal appeal from a vegan Rubin's sandwich]</big></big></big></div>
|}


{| width="800px" cellpadding="0" style="color:#000000;border:solid 1px #990000;background-color:#f1f1f1;padding:6px 6px 0px 6px; margin:6px auto 6px auto"
|-valign="top"
|width="100%"|<big>We Are Noisebridge</big>''Noisebridge is an infrastructure provider for technical-creative projects, collaboratively run by its members. We are [[Incorporation|incorporated]] as a non-profit educational corporation for public benefit. We operate primarily in a 5,600 square-foot space located in the heart of San Francisco. We teach, we learn, we share.'' [[Noisebridge_Vision|Read more about Noisebridge]] or [http://www.youtube.com/watch?v=wamwklXWK4M watch a short video]...
|}


{| width="800px" cellspacing="0" cellpadding="0" style="margin:6px auto 6px auto;padding:0px;font-size:100%;background-color:#f1f1f1;"
|style="border-left:1px solid #990000;border-top:1px solid #990000;border-right:1px solid #990000;"|[[File:Wikibanner-goto-2169.png|link=Getting_Here]]||width="16px" style="background:#ffffff;"| ||style="border-left:1px solid #990000;border-top:1px solid #990000;border-right:1px solid #990000;"|[[File:Wikibanner-get-involved.png|link=:Category:Events]]||width="16px" style="background:#ffffff;"| ||style="border-left:1px solid #990000;border-top:1px solid #990000;border-right:1px solid #990000;"|[[File:Wikibanner-help-out.png|link=Donate_or_Pay_Dues]]
|-valign="top"
|style="padding:0px 6px 3px 6px;border-left:1px solid #990000;border-bottom:1px solid #990000;border-right:1px solid #990000;"|We're located at: <center>'''[[Getting Here|2169 Mission St]], San Francisco''' [http://www.openstreetmap.org/?mlat=37.762352&mlon=-122.419372&zoom=16 OpenStreetMap] - [http://maps.google.com/?q=2169+Mission+Street,+94110 Google Maps] 2 blocks South of [[Getting_Here#Getting_Here_by_BART | 16th & Mission BART]]</center><ul><li>[[Getting_In | How to get into the space]]</li><li>[[Visitor advice]]</li></ul>||width="16px" style="background:#ffffff;"| ||style="padding:0px 6px 3px 6px;border-left:1px solid #990000;border-bottom:1px solid #990000;border-right:1px solid #990000;"|<ul><li>[[Resources|What we offer]]</li><li>[[:Category:Events|Events and classes]]</li><li>[[Hosting an Event|Host an event]]</li><li>[[Noisebridge Vision | Learn about our vision]]</li><li>[[Mailinglist|Join one of our mailing lists]]</li><li>[[#Get_in_Touch|Contact us]]</li></ul>||width="16px" style="background:#ffffff;"| ||style="padding:0px 6px 3px 6px;border-left:1px solid #990000;border-bottom:1px solid #990000;border-right:1px solid #990000;"|<ul><li>[[Noisebridge Membership|Become a member]]! [[Membership/FAQ|FAQ]]! Pay monthly sub: [https://www.paypal.com/subscriptions/business=treasurer@noisebridge.net&item_name=Noisebridge%20Monthly%20Dues%20%28Starving%20Hacker%29&cy_code=USD&a3=40&p3=1&t3=M&src=1 $40/mo] [https://www.paypal.com/subscriptions/business=treasurer@noisebridge.net&item_name=Noisebridge%20Monthly%20Dues%20%28Standard%29&cy_code=USD&a3=80&p3=1&t3=M&src=1 $80/mo] [https://www.paypal.com/subscriptions/business=treasurer@noisebridge.net&item_name=Noisebridge%20Monthly%20Dues%20%28Doing%20well%29&cy_code=USD&a3=160&p3=1&t3=M&src=1 $160/mo]</li><li>[[Donate or Pay Dues|Make a monthly donation]]! [https://www.paypal.com/subscriptions/business=treasurer@noisebridge.net&item_name=Noisebridge%20Monthly%20Donation%20%28Affiliate%20Member%29&cy_code=USD&a3=10&p3=1&t3=M&src=1 $10/mo] [https://www.paypal.com/subscriptions/business=treasurer@noisebridge.net&item_name=Noisebridge%20Monthly%20Donation%20%28Affiliate%20Member%29&cy_code=USD&a3=20&p3=1&t3=M&src=1 $20/mo][https://www.paypal.com/subscriptions/business=treasurer@noisebridge.net&item_name=Noisebridge%20Monthly%20Donation%20%28Affiliate%20Hacker%29&cy_code=USD&a3=40&p3=1&t3=M&src=1 $40/mo][https://www.paypal.com/subscriptions/business=treasurer@noisebridge.net&item_name=Noisebridge%20Monthly%20Donation%20%28Affiliate%29&cy_code=USD&a3=80&p3=1&t3=M&src=1 $80/mo]</li><li>[[Donate or Pay Dues|'''Other ways to donate!''']]</li></ul>
|}


{| width="800px" cellspacing="0" cellpadding="0" style="margin:6px auto 6px auto;padding:0px;font-size:100%;background-color:#f1f1f1;"
|-valign="top"
|style="padding:6px;border-left:1px solid #990000;border:1px solid #990000;width:390px;"|<big><center>[[File:Hackupy300.png|center|link=http://hackupy.org]]</center></big>Proudly providing [[Hackupy|hack nights]] for the [https://en.wikipedia.org/wiki/Occupy_movement Occupy Movement] in [http://occupysf.com/ SF], [http://www.occupyoakland.org/ OAK] & [http://occupyberkeley.org/ CAL]. Find [http://hackupy.org other hackerspaces helping].||width="16px" style="background:#ffffff;"| ||style="padding:6px;border:1px solid #990000;width:390px;"|<big><center>[[Five Minutes of Fame]]</center></big>5MoF is our monthly variety talks night. Ten 5 minute talks within an hour. Talks can be shorter, but not longer, than five minutes. Subjects are anything and everything, if you get bored of one, it's ok, it'll be over in less than 5 minutes. Come and join us. No show for December.
|}


{| width="800px" cellpadding="0" style="color:#000000;border:solid 1px #990000;background-color:#f1f1f1;padding:6px 6px 0px 6px;margin:6px auto 6px auto;"
|-valign="top"
|width="100%"|<big>Create With Us!</big>Our [[2169_Mission|5,200 square-foot space]] contains an [[Electronics_Lab|electronics lab]], [[Shop|machine shop]], [[Sewing|sewing/crafting supplies]], [[Classrooms|two classrooms]], [[Conference_Area|conference area]], [[library|library]], [[Darkroom|darkroom]], and [[Kitchen|kitchen]]. [[Diversity|Everyone]] is welcome to use [[Resources|our many resources]]. Find others to create with. Find help with your projects. Help others with their projects. Learn, teach, share. Come to Noisebridge and create! Noisebridge's [[Hours|hours]] are 24 hours a day, 7 days a week. New visitors are welcome any time (all ages, all skill levels), but it's best to visit in the evenings or during an event to make sure we have a volunteer to show you around and make introductions.
|}


[[Image:2169mission.jpg|thumb|right|Front door to our space at 2169 Mission]]
[[Image:Arduinos For Total Newbies workshop.jpg|thumb|right|Arduino for Total Newbies Workshop at Noisebridge]]
[[Image:Noisebridge tools.jpg|thumb|right|A space to learn and create neat things]]
[[Image:Noisebridge_Soldering_Workshop.jpg|thumb|right|Soldering Workshop at Noisebridge]]
[[Image:Noisebridge air.jpg|thumb|right|Members at Noisebridge]]
[[Image:Skittlevodka.jpg|thumb|right|Hacking, it's more than just electronics]]
[[Image:Starfive - q's noisebridge project.jpg|thumb|right|Craft hacking]]

== Events and Classes ==
'''[[:Category:Events|Full Event Listing]]''' | '''[http://www.google.com/calendar/embed?src=vo3i3c0qtjnkjr2ojasd0ftt8s%40group.calendar.google.com&ctz=America/Los_Angeles Unofficial Google Calendar]'''

''You'' '''don't''' ''need to be a member to take or give a class or workshop at Noisebridge. '''All are welcome!''''' Please see our [[Hosting an Event|events hosting page]] for more details.
{{:Category:Events}}
''You'' '''don't''' ''need to be a member to take or give a
class or workshop at Noisebridge. '''All are welcome!'''''

'''Want to host your event at Noisebridge?''' We like seeing classes and talks on interesting things pertaining to wide subject of hacking. Most of all we like seeing familiar faces, please participate in the space and our [[Meetings|weekly Tuesday meetings]] to see if we're the right audience for what you want to share before announcing a new event. Additionally here are some [[Hosting an Event]] tips.[http://travelitineraries.net/ Travel Itineraries]

== Info ==

[[Intro Poster]]: How we explain ourselves to new visitors.

[[Resources]]: Stuff in the space -- computer network & servers, project areas, tools, bulk orders from Digikey/McMaster/Mouser.

[[Safety|Safety in the Space]]: What to do in case of an emergency.

[[Press Coverage]]: mentions of Noisebridge in the media (both blog and dead tree).

[[Identity]]: A collection of resources revolving around our identity and logo.

[[Hackerspace Infos]]: Howtos, Background, and friendly Hackerspaces elsewhere.

== Get in Touch ==
* '''Press: Please see our [[Press Kit]] - Includes press contacts, pictures, background info, etc.'''
* [[Contacts]] - General contact details for the space
* [[Mailinglist]] - Best way to keep informed of upcoming events
* [[People]]
* [https://www.facebook.com/group.php?gid=100998755576 Facebook group]
* [[Twitter]]
* [[IRC|IRC channel]] - irc://chat.freenode.net/#noisebridge
* [[Payphone|Call the red payphone]] +1 415 494 2858
* [[MemoryHole|Legal Requests (information removal, etc)]]
* Here is our '''mailing address''' (different from our physical address): 
          '''Noisebridge''' 
          '''2261 Market Street #235-A''' 
          '''San Francisco, CA 94114'''

[[Image:Passport-badge2.png‎|right|link=Passport|Hackerspace Passports accepted here]]
* Or just [[Getting Here|drop by the space]]. We're open almost all the time (24/7), and everyone is welcome -- ''all ages, all skill levels'': 
          [[Getting Here|'''2169 Mission St, 3rd floor''']] 
          '''San Francisco, CA 94103'''

== Status ==
'''Noisebridge is up!''' We began building Noisebridge in February 2007. Since December 2007 we've had regular Tuesday meetings, and rented our first physical space as of October 1st 2008. We quickly outgrew our first space and have been at our much larger 5,200 square-foot second location since October 1st 2009. We are a [[Incorporation|tax-exempt 501(c)(3) organization]] as of July 2009, retroactive to October 2008.

Noisebridge

2011-12-18T15:13:54Z

112.205.235.54:

__NOTOC__ __NOEDITSECTION__
<center>RIP [[Ilya Zhitomirskiy]]</center>


{| width="800px" cellpadding="0" style="color:#000000;border:solid 1px #990000;background-color:#f1f1f1; padding:6px 0px 0px 6px; margin:6px auto 6px auto"
|-valign="top"
|width="100%"|[[File:Veganmember.jpg|150px|link=http://noisetor.net|left]]<div style="text-align:center"> <big><big><big>[http://noisetor.net Please read: A personal appeal from a vegan Rubin's sandwich]</big></big></big></div>
|}


{| width="800px" cellpadding="0" style="color:#000000;border:solid 1px #990000;background-color:#f1f1f1;padding:6px 6px 0px 6px; margin:6px auto 6px auto"
|-valign="top"
|width="100%"|<big>We Are Noisebridge</big>''Noisebridge is an infrastructure provider for technical-creative projects, collaboratively run by its members. We are [[Incorporation|incorporated]] as a non-profit educational corporation for public benefit. We operate primarily in a 5,600 square-foot space located in the heart of San Francisco. We teach, we learn, we share.'' [[Noisebridge_Vision|Read more about Noisebridge]] or [http://www.youtube.com/watch?v=wamwklXWK4M watch a short video]...
|}


{| width="800px" cellspacing="0" cellpadding="0" style="margin:6px auto 6px auto;padding:0px;font-size:100%;background-color:#f1f1f1;"
|style="border-left:1px solid #990000;border-top:1px solid #990000;border-right:1px solid #990000;"|[[File:Wikibanner-goto-2169.png|link=Getting_Here]]||width="16px" style="background:#ffffff;"| ||style="border-left:1px solid #990000;border-top:1px solid #990000;border-right:1px solid #990000;"|[[File:Wikibanner-get-involved.png|link=:Category:Events]]||width="16px" style="background:#ffffff;"| ||style="border-left:1px solid #990000;border-top:1px solid #990000;border-right:1px solid #990000;"|[[File:Wikibanner-help-out.png|link=Donate_or_Pay_Dues]]
|-valign="top"
|style="padding:0px 6px 3px 6px;border-left:1px solid #990000;border-bottom:1px solid #990000;border-right:1px solid #990000;"|We're located at: <center>'''[[Getting Here|2169 Mission St]], San Francisco''' [http://www.openstreetmap.org/?mlat=37.762352&mlon=-122.419372&zoom=16 OpenStreetMap] - [http://maps.google.com/?q=2169+Mission+Street,+94110 Google Maps] 2 blocks South of [[Getting_Here#Getting_Here_by_BART | 16th & Mission BART]]</center><ul><li>[[Getting_In | How to get into the space]]</li><li>[[Visitor advice]]</li></ul>||width="16px" style="background:#ffffff;"| ||style="padding:0px 6px 3px 6px;border-left:1px solid #990000;border-bottom:1px solid #990000;border-right:1px solid #990000;"|<ul><li>[[Resources|What we offer]]</li><li>[[:Category:Events|Events and classes]]</li><li>[[Hosting an Event|Host an event]]</li><li>[[Noisebridge Vision | Learn about our vision]]</li><li>[[Mailinglist|Join one of our mailing lists]]</li><li>[[#Get_in_Touch|Contact us]]</li></ul>||width="16px" style="background:#ffffff;"| ||style="padding:0px 6px 3px 6px;border-left:1px solid #990000;border-bottom:1px solid #990000;border-right:1px solid #990000;"|<ul><li>[[Noisebridge Membership|Become a member]]! [[Membership/FAQ|FAQ]]! Pay monthly sub: [https://www.paypal.com/subscriptions/business=treasurer@noisebridge.net&item_name=Noisebridge%20Monthly%20Dues%20%28Starving%20Hacker%29&cy_code=USD&a3=40&p3=1&t3=M&src=1 $40/mo] [https://www.paypal.com/subscriptions/business=treasurer@noisebridge.net&item_name=Noisebridge%20Monthly%20Dues%20%28Standard%29&cy_code=USD&a3=80&p3=1&t3=M&src=1 $80/mo] [https://www.paypal.com/subscriptions/business=treasurer@noisebridge.net&item_name=Noisebridge%20Monthly%20Dues%20%28Doing%20well%29&cy_code=USD&a3=160&p3=1&t3=M&src=1 $160/mo]</li><li>[[Donate or Pay Dues|Make a monthly donation]]! [https://www.paypal.com/subscriptions/business=treasurer@noisebridge.net&item_name=Noisebridge%20Monthly%20Donation%20%28Affiliate%20Member%29&cy_code=USD&a3=10&p3=1&t3=M&src=1 $10/mo] [https://www.paypal.com/subscriptions/business=treasurer@noisebridge.net&item_name=Noisebridge%20Monthly%20Donation%20%28Affiliate%20Member%29&cy_code=USD&a3=20&p3=1&t3=M&src=1 $20/mo][https://www.paypal.com/subscriptions/business=treasurer@noisebridge.net&item_name=Noisebridge%20Monthly%20Donation%20%28Affiliate%20Hacker%29&cy_code=USD&a3=40&p3=1&t3=M&src=1 $40/mo][https://www.paypal.com/subscriptions/business=treasurer@noisebridge.net&item_name=Noisebridge%20Monthly%20Donation%20%28Affiliate%29&cy_code=USD&a3=80&p3=1&t3=M&src=1 $80/mo]</li><li>[[Donate or Pay Dues|'''Other ways to donate!''']]</li></ul>
|}


{| width="800px" cellspacing="0" cellpadding="0" style="margin:6px auto 6px auto;padding:0px;font-size:100%;background-color:#f1f1f1;"
|-valign="top"
|style="padding:6px;border-left:1px solid #990000;border:1px solid #990000;width:390px;"|<big><center>[[File:Hackupy300.png|center|link=http://hackupy.org]]</center></big>Proudly providing [[Hackupy|hack nights]] for the [https://en.wikipedia.org/wiki/Occupy_movement Occupy Movement] in [http://occupysf.com/ SF], [http://www.occupyoakland.org/ OAK] & [http://occupyberkeley.org/ CAL]. Find [http://hackupy.org other hackerspaces helping].||width="16px" style="background:#ffffff;"| ||style="padding:6px;border:1px solid #990000;width:390px;"|<big><center>[[Five Minutes of Fame]]</center></big>5MoF is our monthly variety talks night. Ten 5 minute talks within an hour. Talks can be shorter, but not longer, than five minutes. Subjects are anything and everything, if you get bored of one, it's ok, it'll be over in less than 5 minutes. Come and join us. No show for December.
|}


{| width="800px" cellpadding="0" style="color:#000000;border:solid 1px #990000;background-color:#f1f1f1;padding:6px 6px 0px 6px;margin:6px auto 6px auto;"
|-valign="top" [http://travelitineraries.net/ Travel Itineraries]
|width="100%"|<big>Create With Us!</big>Our [[2169_Mission|5,200 square-foot space]] contains an [[Electronics_Lab|electronics lab]], [[Shop|machine shop]], [[Sewing|sewing/crafting supplies]], [[Classrooms|two classrooms]], [[Conference_Area|conference area]], [[library|library]], [[Darkroom|darkroom]], and [[Kitchen|kitchen]]. [[Diversity|Everyone]] is welcome to use [[Resources|our many resources]]. Find others to create with. Find help with your projects. Help others with their projects. Learn, teach, share. Come to Noisebridge and create! Noisebridge's [[Hours|hours]] are 24 hours a day, 7 days a week. New visitors are welcome any time (all ages, all skill levels), but it's best to visit in the evenings or during an event to make sure we have a volunteer to show you around and make introductions.
|}


[[Image:2169mission.jpg|thumb|right|Front door to our space at 2169 Mission]]
[[Image:Arduinos For Total Newbies workshop.jpg|thumb|right|Arduino for Total Newbies Workshop at Noisebridge]]
[[Image:Noisebridge tools.jpg|thumb|right|A space to learn and create neat things]]
[[Image:Noisebridge_Soldering_Workshop.jpg|thumb|right|Soldering Workshop at Noisebridge]]
[[Image:Noisebridge air.jpg|thumb|right|Members at Noisebridge]]
[[Image:Skittlevodka.jpg|thumb|right|Hacking, it's more than just electronics]]
[[Image:Starfive - q's noisebridge project.jpg|thumb|right|Craft hacking]]

== Events and Classes ==
'''[[:Category:Events|Full Event Listing]]''' | '''[http://www.google.com/calendar/embed?src=vo3i3c0qtjnkjr2ojasd0ftt8s%40group.calendar.google.com&ctz=America/Los_Angeles Unofficial Google Calendar]'''

''You'' '''don't''' ''need to be a member to take or give a class or workshop at Noisebridge. '''All are welcome!''''' Please see our [[Hosting an Event|events hosting page]] for more details.
{{:Category:Events}}
''You'' '''don't''' ''need to be a member to take or give a
class or workshop at Noisebridge. '''All are welcome!'''''

'''Want to host your event at Noisebridge?''' We like seeing classes and talks on interesting things pertaining to wide subject of hacking. Most of all we like seeing familiar faces, please participate in the space and our [[Meetings|weekly Tuesday meetings]] to see if we're the right audience for what you want to share before announcing a new event. Additionally here are some [[Hosting an Event]] tips.

== Info ==

[[Intro Poster]]: How we explain ourselves to new visitors.

[[Resources]]: Stuff in the space -- computer network & servers, project areas, tools, bulk orders from Digikey/McMaster/Mouser.

[[Safety|Safety in the Space]]: What to do in case of an emergency.

[[Press Coverage]]: mentions of Noisebridge in the media (both blog and dead tree).

[[Identity]]: A collection of resources revolving around our identity and logo.

[[Hackerspace Infos]]: Howtos, Background, and friendly Hackerspaces elsewhere.

== Get in Touch ==
* '''Press: Please see our [[Press Kit]] - Includes press contacts, pictures, background info, etc.'''
* [[Contacts]] - General contact details for the space
* [[Mailinglist]] - Best way to keep informed of upcoming events
* [[People]]
* [https://www.facebook.com/group.php?gid=100998755576 Facebook group]
* [[Twitter]]
* [[IRC|IRC channel]] - irc://chat.freenode.net/#noisebridge
* [[Payphone|Call the red payphone]] +1 415 494 2858
* [[MemoryHole|Legal Requests (information removal, etc)]]
* Here is our '''mailing address''' (different from our physical address): 
          '''Noisebridge''' 
          '''2261 Market Street #235-A''' 
          '''San Francisco, CA 94114'''

[[Image:Passport-badge2.png‎|right|link=Passport|Hackerspace Passports accepted here]]
* Or just [[Getting Here|drop by the space]]. We're open almost all the time (24/7), and everyone is welcome -- ''all ages, all skill levels'': 
          [[Getting Here|'''2169 Mission St, 3rd floor''']] 
          '''San Francisco, CA 94103'''

== Status ==
'''Noisebridge is up!''' We began building Noisebridge in February 2007. Since December 2007 we've had regular Tuesday meetings, and rented our first physical space as of October 1st 2008. We quickly outgrew our first space and have been at our much larger 5,200 square-foot second location since October 1st 2009. We are a [[Incorporation|tax-exempt 501(c)(3) organization]] as of July 2009, retroactive to October 2008.

Machine Learning

2011-12-15T00:37:33Z

112.205.235.54:

=== Next Meeting===

Note: there is currently a study group for the [http://www.ml-class.org/ Stanford ML Course] that meets up every Wednesday @ 7:30pm in the Church room, Monday meetups will be reserved for special presentations and announced here and on the [https://www.noisebridge.net/mailman/listinfo/ml mailing list].

*When: Wednesday, 11/16/2011 @ 7:30-9:00pm
*Where: 2169 Mission St. (back corner, Church classroom)
*Topic: Working through [http://www.ml-class.org/course/quiz/list?type=quiz review] for [http://www.ml-class.org Stanford's ML Class]
*Details:
-----------------
*When: Monday, 11/28/2011 @ 7:30-9:00pm
*Where: 2169 Mission St. (back corner, Church classroom)
*Topic: Probability Distributions in Python, Gibb's Sampling for Restricted Boltzmann Machines
*Details: A gentle introduction to sampling from probability distributions using SciPy, and loose talk about how to do sampling for RBMs and Ising models
*Who: Mike S

=== Take the Noisebridge ML Survey ===
[http://www.surveymonkey.com/s/W2T9ZB6 Take a survey] and vote for what you want to learn!

=== Crowdsourced Q&A ===
Are you working on a data mining, machine learning, or statistics problem? Do you want some help? Consider sending an email to the [https://www.noisebridge.net/mailman/listinfo/ml mailing list] about it! Also consider setting up a day to come in and talk about the project you're working on and get input from other ML people.

=== About Us ===
We're a loosely-knit stochastic federation of people who like Noisebridge and like machine learning. What is machine learning? It's broad field that typically involves training computer models to solve problems. How can you participate? Join the [https://www.noisebridge.net/mailman/listinfo/ml mailing list], send an email and introduce yourself. Show up to the next meeting, share [http://www.bestpills4weightloss.com/best weight loss pills] your thoughts. Participate in projects or start your own. Go to workshops, write code at workshops, learn stuff, give workshops of your own! All are welcome.

=== Talks and Workshops ===
We've given lots of workshops and talks over the past year or so, here's a few. Many of the workshops we've given previously are recurring and will be given again, especially upon request!
*[[NBML/Workshops/Intro to Machine Learning|Intro to Machine Learning]]
*[[NBML/Workshops/Brief Tour of Statistics|A Brief Tour of Statistics]]
*[[NBML/Workshops/Generalized Linear Models|Generalized Linear Models]]
*[[NBML/Workshops/Neural Nets|Neural Nets Workshop]]
*[[NBML/Workshops/Support Vector Machines|Support Vector Machines]]
*[[NBML/Workshops/Random Forests|Random Forests]]
*[[NBML/Workshops/Independent Components Analysis|Independent Components Analysis]]
*[[NBML/Workshops/Deep Nets|Deep Nets]]

=== Code and SourceForge Site ===
*We have a [http://sourceforge.net/projects/ml-noisebridge Sourceforge Project]
*We have a git repository on the project page, accessible as:
git clone git://ml-noisebridge.git.sourceforge.net/gitroot/ml-noisebridge/ml-noisebridge
*Send an email to the list if you want to become an administrator on the site to get write access to the git repo!

=== Future Talks and Topics, Ideas ===
*Restricted Boltzmann Machines (Mike S, late August)
*Deep Nets w/ Stacked Autoencoders (Mike S, September)
*Generalized Linear Models (Mike S, September/October)
*Graphical Models (Tony)
*Working with the Kinect
*Computer Vision with OpenCV

=== Mailing List ===

https://www.noisebridge.net/mailman/listinfo/ml

=== Projects ===
*[[Small Group Subproblems]]
*[[Machine Learning/Fundraising | Fundraising]]
*[[NBML_Course|Noisebridge Machine Learning Course]]
*[[Machine Learning/Kaggle Social Network Contest | Kaggle Social Network Contest]]
*[[KDD Competition 2010]]
*[[Machine Learning/Kaggle HIV | HIV]]

=== [[Machine_Learning/Datasets|Datasets and Websites]] ===
*[http://archive.ics.uci.edu/ml/ UCI Machine Learning Repository]
*[[DataSF.org]]
*[http://infochimps.com/ Infochimps]
*[http://www.face-rec.org/databases/ Face Recognition Databases]
*[http://robjhyndman.com/TSDL/ Time Series Data Library]
*[http://getthedata.org/ Data Q&A Forum]
*[http://metaoptimize.com/qa/ Metaoptimize]
*[http://www.quora.com/Machine-Learning Quora ML Page]
*[http://www.metoffice.gov.uk/research/climate/climate-monitoring/land-and-atmosphere/surface-station-records A ton of Weather Data]
*[http://mlcomp.org/ MLcomp]
**Upload your algorithm and objectively compare it's performance to other algorithms

=== [[Machine Learning/Tools | Software Tools]] ===
*[http://opencv.willowgarage.com/documentation/index.html OpenCV]
**Computer Vision Library
**Has ML component (SVM, trees, etc)
**Online tutorials [http://www.pages.drexel.edu/~nk752/tutorials.html here]
*[http://lucene.apache.org/mahout/ Mahout]
**Hadoop cluster based ML package.
*[http://www.cs.waikato.ac.nz/ml/weka/ Weka]
**a collection of data mining tools and machine learning algorithms.
*[http://moa.cs.waikato.ac.nz/ MOA (Massive Online Analysis)]
**Offshoot of weka, has all online-algorithms
*[http://scikit-learn.sourceforge.net/ scikits.learn]
**Machine learning Python package
*[http://pypi.python.org/pypi/scikits.statsmodels scikits.statsmodels]
**Statistical models to go with scipy
*[http://pybrain.org PyBrain]
**Does feedforward, recurrent, SOM, deep belief nets.
*[http://www.csie.ntu.edu.tw/~cjlin/libsvm/ LIBSVM]
**c-based SVM package
*[http://pyml.sourceforge.net PyML]
*[http://mdp-toolkit.sourceforge.net/ MDP]
**Does not stand for Markov Decision Process :(
*[http://www.ailab.si/orange/ Orange]
**Strong data visualization component
*[http://jmlr.csail.mit.edu/mloss/ Journal of Machine Learning Software List]
*[[Machine Learning/VirtualBox|VirtualBox]] Virtual Box Image with Pre-installed Libraries listed here
*[http://deeplearning.net/software/theano/ Theano: Symbolic Expressions and Transparent GPU Integration]
*[http://sympy.org sympy] Does symbolic math
*[http://waffles.sourceforge.net/ Waffles]
**Open source C++ set of machine learning command line tools.
*[http://rapid-i.com/content/view/181/196/ RapidMiner]
*[http://www.mrpt.org/ Mobile Robotic Programming Toolkit]
*[http://gephi.org/ Gephi]
**Graph Visualization
*[http://had.co.nz/ggplot2/ ggplot]
**Nice plotting package for R
*[http://nipy.sourceforge.net/nitime/ nitime]
**NeuroImaging in Python, has some good time series analysis stuff and multi-variate response fitting.

=== Presentations and other Materials ===
* [[Awesome Machine Learning Applications]] -- A list of cool applications of ML
* [[Hands-on Machine Learning]], a presentation [[User:jbm|jbm]] gave on 2009-01-07.
* http://www.youtube.com/user/StanfordUniversity#g/c/A89DCFA6ADACE599 Stanford Machine Learning online course videos]
* [[Media:Brief_statistics_slides.pdf]], a presentation given on statistics for the machine learning group
* [http://www.linkedin.com/groupAnswers?viewQuestionAndAnswers=&discussionID=20096092&gid=77616&trk=EML_anet_qa_ttle-0Nt79xs2RVr6JBpnsJt7dBpSBA LinkedIn] discussion on good resources for data mining and predictive analytics
* [http://www.face-rec.org/algorithms/ Face Recognition Algorithms]
* [http://www.ics.uci.edu/~welling/classnotes/classnotes.html Max Welling's ML classnotes]

=== Topics to Learn and Teach ===
[[NBML Course]] - Noisebridge Machine Learning Curriculum (work-in-progress)

[[CS229]] - The Stanford Machine learning Course @ noisebridge

*Supervised Learning
**Linear Regression
**Linear Discriminants
**Neural Nets/Radial Basis Functions
**Support Vector Machines
**Classifier Combination [http://www.cedar.buffalo.edu/~srihari/CSE555/Chap9.Part6.pdf]
**A basic decision tree builder, recursive and using entropy metrics

*Unsupervised Learning
**[[Machine_Learning/HMM|Hidden Markov Models]]
**Clustering: PCA, k-Means, Expectation-Maximization
**Graphical Modeling
**Generative Models: gaussian distribution, multinomial distributions, HMMs, Naive Bayes
**[[Machine_Learning/Deep_Belief_Networks|Deep Belief Networks & Restricted Boltzmann Machines]]

*Reinforcement Learning
**Temporal Difference Learning

*Math, Probability & Statistics
**Metric spaces and what they mean
**Fundamentals of probabilities
**Decision Theory (Bayesian)
**Maximum Likelihood
**Bias/Variance Tradeoff, VC Dimension
**Bagging, Bootstrap, Jacknife [http://www.cedar.buffalo.edu/~srihari/CSE555/Chap9.Part3.pdf]
**Information Theory: Entropy, Mutual Information, Gaussian Channels
**Estimation of Misclassification [http://www.cedar.buffalo.edu/~srihari/CSE555/Chap9.Part5.pdf]
**No-Free Lunch Theorem [http://www.cedar.buffalo.edu/~srihari/CSE555/Chap9.Part1.pdf]

*Machine Learning SDK's
** [http://opencv.willowgarage.com/documentation/index.html OpenCV] ML component (SVM, trees, etc)
**[http://lucene.apache.org/mahout/ Mahout] a Hadoop cluster based ML package.
**[http://www.cs.waikato.ac.nz/ml/weka/ Weka] a collection of data mining tools and machine learning algorithms.

*Applications
** Collective Intelligence & Recommendation Engines

=== [[Machine Learning/Meeting Notes|Meeting Notes]]===

Sensebridge

2011-09-14T06:00:18Z

112.205.235.54:

=Sensebridge: The Noisebridge Cyborg Group=
[[Image:CoinTypePagerMotors.jpg|right|350px|title|Coin Type pager Motor]]

"If you can't beat the robot armies, join them."

We are concerned with human-machine interfaces.

==Motivations==

We want to "make the invisible visible", to bridge our senses. Many group members were inspired years ago by this [http://www.wired.com/wired/archive/15.04/esp.html awesome Wired article], which describes obtaining an unerring sense of direction via a compass belt. Is the brain really plastic enough to adapt to entirely new senses? How natural would it feel after you've fully adapted? Then what happens when you take the device off?

What new sense do you want? What existing sense might it map onto?

==Terminology==

To avoid confusion (where possible) we'll try to use these terms.

"Sensor" is the device that detects external stuff that the body (probably) can't detect. Sensors can be divided into those that sense the world, and those that digitize a user's actions. The latter are more commonly called "human input devices", (HID's).

"Display" is the way the device shows data to the body (not necessarily visually). This gets around the device-centric / body-centric [http://www.bestpills4weightloss.com/ best weight loss pills that work] problem that shows up when using the terms input & output.

"Armature" is the physical component of the device: the belt, hat, armband, etc; distinct from the electronics.

==Mailing List==

We have created a [https://www.noisebridge.net/mailman/listinfo/cyborg cyborg mailing list] on the Noisebridge server. Please join us!

==Component Sourcing==

Here are pages for discussing:

===[[Sensors|sensors]]===
detect a property of the world

===[[Displays|displays]]===
communicate it to the body/mind
===[[Armatures|armatures]]===
hold the above together and in the proper place on the body

They also include a list of all known/speculated types of each.

==Sensor and Display API==

*What might that mean?
**A standard protocol that can:
**#encompass most sensory data of the sort we are interested in researching
**#allow for presentation of any those data through any of a wide variety of modalities

*Why?
**Plug-and-play(ish) interoperability of sensors and displays. Build three sensors and three displays, and we have 9 possible combinations, und so weiter.
**Simplify development by separating sensing and presentation design/tasks.

*How?
**On the data sensing end:
**#Identify a primary set of interesting stimuli, consider various encodings thereof.
**#Abstract away from the physical phenomena the stimuli represent and look instead at common patterns in the data streams.
**#???
**On the data display end:
**#Identify and prototype a number of display methods.
**#For each method think of:
**#*What modulations of the signal are possible; intensity, spacing, direction, timing...? Based on that, what is the theoretical bandwidth of that method?
**#*How sensitive is the average person there? How much of the signal can the brain interpret meaningfully (too much noise vs. too weak of a signal)? Based on that, what is the practical bandwidth that we might expect?

==Current Projects==
[[Compass Vibro Anklet|Compass Vibro-Anklet]]

[[Eyes in the back of your back]]

[[Tongue Tingler|Tongue Tingler (Trans-lingual Electric Nerve Stimulator)]]

[[Free hands input device]]

[[Pulse Necklace]]

[[QuickLook Displays]]

[[UltraSonicHearing|Ultrasonic Hearing / Echolocation]]

[[TechnicolorDreamcoat|Technicolor Dreamcoat]]

[[List of senses we do not possess]]

===Miscellaneous Distractions===

[http://pony.noisebridge.net/~cmaier/recherche_du_temps_perdu/ Edible interconnects]

==Cybernetic Theory==

Cybernetic loop of GPS + vibrating hat, [https://www.noisebridge.net/images/d/d7/Find_Treasure_%28GPS%29.jpg diagram].

Pseudo-cybernetic loop showing neural integration of artificial sensory system, [https://www.noisebridge.net/images/8/8f/Sensory_Addition_%281.5_order%29.jpg diagram].

[http://en.wikipedia.org/wiki/Cybernetic Cybernetics page on Wikipedia]

==Links==
Youtube of experimenter stimulating his face with small electrical pulses to produce externally controlled movements: http://www.youtube.com/watch?v=dy8zUHX0iKw

http://transcenmentalism.org/OpenStim/tiki-index.php

http://openeeg.sourceforge.net/doc/

http://www.biotele.com/ - remote control cockroach

http://www.instructables.com/id/Breath-powered-USB-charger/

VibroHat in action at BIL 2008:
http://www.flickr.com/photos/quinn/2307779651/in/photostream/

[[Lamont's PWM code]]

==Meeting Notes==

[[NBC_2009Mar15|March 15, 2009]]

[[NBC_2009Mar22|March 22, 2009]]

[[NBC_2009Mar29|March 29, 2009]]

[[NBC_2009Apr05|April 5, 2009]]

[[NBC_2009Apr19|April 19, 2009]]

(the meetings continue apace; the minutes, sadly not)

[[NBC_2009July12|July 12, 2009]]

[[NBC_2009July13|Hack Session July 13, 2009]]

[[NBC_2009July19|July 19, 2009]]

[[NBC_2009August2|August 2, 2009]]

[[NBC_2009October4|Oct 4, 2009]]

[[Category:Sensebridge]]