easy_install digipy & mlboost
Upcoming SlideShare
Loading in...5
×

Like this? Share it with your network

Share

easy_install digipy & mlboost

  • 948 views
Uploaded on

Slides of my flash presentation about digipy demo, a cool demo for Montreal Python 6 to do real time digits recognition using Machine Learning

Slides of my flash presentation about digipy demo, a cool demo for Montreal Python 6 to do real time digits recognition using Machine Learning

  • Full Name Full Name Comment goes here.
    Are you sure you want to
    Your message goes here
    Be the first to comment
    Be the first to like this
No Downloads

Views

Total Views
948
On Slideshare
944
From Embeds
4
Number of Embeds
2

Actions

Shares
Downloads
0
Comments
0
Likes
0

Embeds 4

http://www.linkedin.com 3
https://www.linkedin.com 1

Report content

Flagged as inappropriate Flag as inappropriate
Flag as inappropriate

Select your reason for flagging this presentation as inappropriate.

Cancel
    No notes for slide

Transcript

  • 1. Review Montreal-Python 6 easy install digipy digipy new UI digipy tools Demo Questions? easy install digipy & easy install mlboost (Machine Learning empowered by Python) Francis Pieraut http://fraka6.blogspot.com/ http://bitbucket.org/fraka6/digipy/ fpieraut@gmail.com July 6, 2009 Francis Pieraut http://fraka6.blogspot.com/ http://bitbucket.org/fraka6/digipy/ fpieraut@gmail.com easy install digipy & easy install mlboost (Machine Learning em
  • 2. Review Montreal-Python 6 easy install digipy digipy new UI digipy tools Demo Questions? Machine Learning empowered by Python Review Machine Learning 101 ⇒ Features Extraction FE/Visualization/Demo/...⇒ Python (mlboost) Hand writing digit recognition demo⇒ digipy Francis Pieraut http://fraka6.blogspot.com/ http://bitbucket.org/fraka6/digipy/ fpieraut@gmail.com easy install digipy & easy install mlboost (Machine Learning em
  • 3. Review Montreal-Python 6 easy install digipy digipy new UI digipy tools Demo Questions? easy install digipy 4 steps pushing package to pypi is easy: python setup.py sdist upload (The Python Package Index) code on mercurial host: http://bitbucket.org/fraka6/digipy/ Francis Pieraut http://fraka6.blogspot.com/ http://bitbucket.org/fraka6/digipy/ fpieraut@gmail.com easy install digipy & easy install mlboost (Machine Learning em
  • 4. Review Montreal-Python 6 easy install digipy digipy new UI digipy tools Demo Questions? digipy or digipy –test -e opt mlboost.nn(numpy) = 10X slower flayers(C++) Francis Pieraut http://fraka6.blogspot.com/ http://bitbucket.org/fraka6/digipy/ fpieraut@gmail.com easy install digipy & easy install mlboost (Machine Learning em
  • 5. Review Montreal-Python 6 easy install digipy digipy new UI digipy tools Demo Questions? digipy-train -f digits.csv Francis Pieraut http://fraka6.blogspot.com/ http://bitbucket.org/fraka6/digipy/ fpieraut@gmail.com easy install digipy & easy install mlboost (Machine Learning em
  • 6. Review Montreal-Python 6 easy install digipy digipy new UI digipy tools Demo Questions? digipy-features2D -C 0,8 -f fe-digits-opt.csv Francis Pieraut http://fraka6.blogspot.com/ http://bitbucket.org/fraka6/digipy/ fpieraut@gmail.com easy install digipy & easy install mlboost (Machine Learning em
  • 7. Review Montreal-Python 6 easy install digipy digipy new UI digipy tools Demo Questions? Noise Robustnesss: Raw Pixels vs Extracted Features Do we really need preprocessing? Francis Pieraut http://fraka6.blogspot.com/ http://bitbucket.org/fraka6/digipy/ fpieraut@gmail.com easy install digipy & easy install mlboost (Machine Learning em
  • 8. Review Montreal-Python 6 easy install digipy digipy new UI digipy tools Demo Questions? Fast Demo 64 raw pixel + noise 11 Features + noise Francis Pieraut http://fraka6.blogspot.com/ http://bitbucket.org/fraka6/digipy/ fpieraut@gmail.com easy install digipy & easy install mlboost (Machine Learning em
  • 9. Review Montreal-Python 6 easy install digipy digipy new UI digipy tools Demo Questions? Any questions? ... A special thanks to Yannick Gingras, Pierre-Alexandre Fournier, Jeremy Barnes and Caroline easy install digipy http://fraka6.blogspot.com/ http://bitbucket.org/fraka6/digipy/ http://bitbucket.org/fraka6/mlboost/ http://bitbucket.org/fraka6/flayers/ icml2009 was great! http://www.cs.mcgill.ca/ icml2009 .. Thanks, Francis Pieraut - alias Fraka6 fpieraut@gmail.com Francis Pieraut http://fraka6.blogspot.com/ http://bitbucket.org/fraka6/digipy/ fpieraut@gmail.com easy install digipy & easy install mlboost (Machine Learning em