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====== Python and Machine Learning resources ====== | ====== Python and Machine Learning resources ====== | ||
- | ===== Open source software and data ===== | + | ===== ML open source software and data ===== |
* The [[http://archive.ics.uci.edu/ml/index.html | UCI]] machine learning data repository. | * The [[http://archive.ics.uci.edu/ml/index.html | UCI]] machine learning data repository. | ||
* [[http://mloss.org/software/|MLOSS]]: machine learning open source software repository. | * [[http://mloss.org/software/|MLOSS]]: machine learning open source software repository. | ||
+ | * [[http://rodrigob.github.io/are_we_there_yet/build/classification_datasets_results.html | Are we there yet?]] recent progress on challenging computer vision datasets. | ||
* [[http://www.kaggle.com/competitions | ML competitions]]. | * [[http://www.kaggle.com/competitions | ML competitions]]. | ||
- | |||
===== Machine Learning Societies, Journals and Conferences ===== | ===== Machine Learning Societies, Journals and Conferences ===== | ||
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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]] | ||
* [[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 | ||
+ | * [[http://learnpythonthehardway.org/book/|Learn Python the hard way]] | ||
* [[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 | ||
* [[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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===== IDEs ===== | ===== IDEs ===== | ||
- | On the computer science department's network, we have [[http://www.xm1math.net/texmaker/|texmaker]] installed. Just type | + | There are specific editors and GUI programs to help you with LaTex (e.g. texmaker, lyx, and kile for linux, which are installed on CS machines, and miktex for windows). Personally, I either do things at the commandline and use emacs/aquamacs for editing or use one of two very good online systems: ([[https://www.overleaf.com/ | Overleaf]] or [[https://www.sharelatex.com/ | ShareLatex]]). |
- | > texmaker | + | |
- | at the unix prompt to get started. We also have [[http://www.lyx.org/|LyX]], which you run by | + | |
- | > lyx | + | |
- | And we have [[http://kile.sourceforge.net/|kile]], which you run by | + | |
- | > kile | + | |
- | + | ||
===== Latex on Windows and Macs ===== | ===== Latex on Windows and Macs ===== | ||
- | * [[http://www.latex-project.org/ftp.html|Obtaining LaTeX]], includes links to [[http://www.tug.org/protext/|ProTeXT]] for Windows, and [[http://www.tug.org/mactex/2011/|MacTeX]] for Macs. | + | * [[http://www.latex-project.org/ftp.html|Obtaining LaTeX]], includes links to [[http://www.tug.org/protext/|ProTeXT]] for Windows, and [[http://www.tug.org/mactex/|MacTeX]] for Macs. |