easy_install digipy & mlboost

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

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easy_install digipy & mlboost

  1. 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. 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. 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. 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. 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. 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. 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. 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. 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

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