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resources [CS545 fall 2016]

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resources [2013/08/04 14:43]
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resources [2013/08/04 14:45]
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   * [[http://​www.python.org/​doc/​current/​tutorial/ ​ | The official Python tutorial]]   * [[http://​www.python.org/​doc/​current/​tutorial/ ​ | The official Python tutorial]]
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   * [[http://​www.greenteapress.com/​thinkpython|Think Python]], on-line book by Allen Downey   * [[http://​www.greenteapress.com/​thinkpython|Think Python]], on-line book by Allen Downey
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   * [[http://​www.diveintopython.net/​|Dive Into Python]], on-line book by Mark Pilgrim   * [[http://​www.diveintopython.net/​|Dive Into Python]], on-line book by Mark Pilgrim
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   * [[https://​portal.g-node.org/​python-summerschool-2009/​slides|Dive into Python]] slides, by Bartosz Telenczuk   * [[https://​portal.g-node.org/​python-summerschool-2009/​slides|Dive into Python]] slides, by Bartosz Telenczuk
  
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   * [[http://​aymanh.com/​python-debugging-techniques|Python Debugging Techniques]] and [[http://​pythonconquerstheuniverse.wordpress.com/​category/​python-debugger/​|Python Conquers the Universe]]   * [[http://​aymanh.com/​python-debugging-techniques|Python Debugging Techniques]] and [[http://​pythonconquerstheuniverse.wordpress.com/​category/​python-debugger/​|Python Conquers the Universe]]
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   * [[http://​python.net/​~goodger/​projects/​pycon/​2007/​idiomatic/​handout.html|Code Like a Pythonista: Idiomatic Python]]   * [[http://​python.net/​~goodger/​projects/​pycon/​2007/​idiomatic/​handout.html|Code Like a Pythonista: Idiomatic Python]]
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   * [[http://​docs.python.org/​library/​index.html|The Python Standard Library]]   * [[http://​docs.python.org/​library/​index.html|The Python Standard Library]]
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   * [[http://​ianozsvald.com/​HighPerformancePythonfromTrainingatEuroPython2011_v0.2.pdf|High Performance Python]], by Ian Ozsvald   * [[http://​ianozsvald.com/​HighPerformancePythonfromTrainingatEuroPython2011_v0.2.pdf|High Performance Python]], by Ian Ozsvald
  
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   * [[http://​ipython.org/​|IPython]] main site   * [[http://​ipython.org/​|IPython]] main site
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   * [[http://​showmedo.com/​videotutorials/​video?​name=1000010&​fromSeriesID=100|Video tutorial on using ipython]], in five parts by Jeff Rush   * [[http://​showmedo.com/​videotutorials/​video?​name=1000010&​fromSeriesID=100|Video tutorial on using ipython]], in five parts by Jeff Rush
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   * [[http://​www.youtube.com/​watch?​v=2G5YTlheCbw|Video:​ IPython in-depth: high-productivity interactive and parallel python]], at 1:22 this video summarizes the IPython Notebook.   * [[http://​www.youtube.com/​watch?​v=2G5YTlheCbw|Video:​ IPython in-depth: high-productivity interactive and parallel python]], at 1:22 this video summarizes the IPython Notebook.
  
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 ==== ... MS Windows ==== ==== ... MS Windows ====
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-If you must... 
  
   * [[http://​docs.python.org/​using/​windows.html|Using Python on Windows]]   * [[http://​docs.python.org/​using/​windows.html|Using Python on Windows]]
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   * [[http://​pytools.codeplex.com/​releases/​view/​69880|Python Tools for Visual Studio]]   * [[http://​pytools.codeplex.com/​releases/​view/​69880|Python Tools for Visual Studio]]
  
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   * [[http://​www.thisisthegreenroom.com/​2011/​installing-python-numpy-scipy-matplotlib-and-ipython-on-lion/​|Installing Python on Lion or Mountain Lion]]   * [[http://​www.thisisthegreenroom.com/​2011/​installing-python-numpy-scipy-matplotlib-and-ipython-on-lion/​|Installing Python on Lion or Mountain Lion]]
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   * [[http://​docs.python.org/​using/​mac.html|Using Python on Macs]]   * [[http://​docs.python.org/​using/​mac.html|Using Python on Macs]]
  
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   * [[http://​www.gnu.org/​software/​emacs/​tour/​|A Guided Tour of Emacs]], helps answer the question "Why emacs?"​   * [[http://​www.gnu.org/​software/​emacs/​tour/​|A Guided Tour of Emacs]], helps answer the question "Why emacs?"​
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   * Here is a two page [[http://​www.sfr-fresh.com/​unix/​misc/​emacs-23.2.tar.gz:​a/​emacs-23.2/​etc/​refcards/​refcard.pdf|Emacs Reference Card]].   * Here is a two page [[http://​www.sfr-fresh.com/​unix/​misc/​emacs-23.2.tar.gz:​a/​emacs-23.2/​etc/​refcards/​refcard.pdf|Emacs Reference Card]].
  
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   * [[http://​www.google.com/​url?​sa=t&​source=web&​cd=10&​ved=0CGkQFjAJ&​url=http%3A%2F%2Fm.friendfeed-media.com%2Fde093ffcc58b8447f5ac2e8ddd83074d8cf9c4bd&​rct=j&​q=numpy%20list%20of%20array%20values%20without%20copying&​ei=duPCTc_NHobiiALIzfyjAw&​usg=AFQjCNHkcn0RBhgCCAUP7xqO2pSA34nlQA|The NumPy Array: A Structure for Efficient Numerical Computation]],​ by Stéfan van der Walt, S. Chris Colbert, and Gaël Varoquaux   * [[http://​www.google.com/​url?​sa=t&​source=web&​cd=10&​ved=0CGkQFjAJ&​url=http%3A%2F%2Fm.friendfeed-media.com%2Fde093ffcc58b8447f5ac2e8ddd83074d8cf9c4bd&​rct=j&​q=numpy%20list%20of%20array%20values%20without%20copying&​ei=duPCTc_NHobiiALIzfyjAw&​usg=AFQjCNHkcn0RBhgCCAUP7xqO2pSA34nlQA|The NumPy Array: A Structure for Efficient Numerical Computation]],​ by Stéfan van der Walt, S. Chris Colbert, and Gaël Varoquaux
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   * [[http://​neuroscience.telenczuk.pl/​wp-content/​uploads/​2010/​07/​python_tools_for_science.pdf|Python Tools for Science]], by Bartosz Telenczuk   * [[http://​neuroscience.telenczuk.pl/​wp-content/​uploads/​2010/​07/​python_tools_for_science.pdf|Python Tools for Science]], by Bartosz Telenczuk
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   * [[http://​www.scipy.org/​Tentative_NumPy_Tutorial|Tentative (basic) tutorial]]   * [[http://​www.scipy.org/​Tentative_NumPy_Tutorial|Tentative (basic) tutorial]]
   * [[http://​www.scipy.org/​Numpy_Example_List|Example list]]   * [[http://​www.scipy.org/​Numpy_Example_List|Example list]]
   * [[http://​docs.scipy.org/​doc/​numpy/​reference/​|Reference guide]]   * [[http://​docs.scipy.org/​doc/​numpy/​reference/​|Reference guide]]
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   * [[http://​showmedo.com/​videotutorials/​video?​fromSeriesID=1037&​name=10370000|Introducing Numpy Arrays]], video.   * [[http://​showmedo.com/​videotutorials/​video?​fromSeriesID=1037&​name=10370000|Introducing Numpy Arrays]], video.
  
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   * [[http://​machinelearning.org/​|The International Machine Learning Society]] and its [[http://​machinelearning.org/​icml.html|International Conference on Machine Learning]]   * [[http://​machinelearning.org/​|The International Machine Learning Society]] and its [[http://​machinelearning.org/​icml.html|International Conference on Machine Learning]]
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   * [[http://​jmlr.csail.mit.edu/​|Journal of Machine Learning Research]], free, on-line   * [[http://​jmlr.csail.mit.edu/​|Journal of Machine Learning Research]], free, on-line
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   *  [[http://​www.mitpressjournals.org/​loi/​neco|Neural Computation]]   *  [[http://​www.mitpressjournals.org/​loi/​neco|Neural Computation]]
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   * [[http://​onlinelibrary.wiley.com/​journal/​10.1002/​(ISSN)1098-111X|International Journal of Intelligent Systems]]   * [[http://​onlinelibrary.wiley.com/​journal/​10.1002/​(ISSN)1098-111X|International Journal of Intelligent Systems]]
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   * [[http://​nips.cc/​|Neural Information Processing Systems]] conference.   * [[http://​nips.cc/​|Neural Information Processing Systems]] conference.
  
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   * [[http://​www.johndcook.com/​blog/​2010/​01/​19/​dont-invert-that-matrix/​|Don'​t Invert that Matrix]], by John Cook   * [[http://​www.johndcook.com/​blog/​2010/​01/​19/​dont-invert-that-matrix/​|Don'​t Invert that Matrix]], by John Cook
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   * [[http://​orion.uwaterloo.ca/​~hwolkowi/​matrixcookbook.pdf|The Matrix Cookbook]], by Kaare Brandt Petersen and Michael Syskind Pedersen   * [[http://​orion.uwaterloo.ca/​~hwolkowi/​matrixcookbook.pdf|The Matrix Cookbook]], by Kaare Brandt Petersen and Michael Syskind Pedersen
resources.txt · Last modified: 2016/08/24 16:43 by asa