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resources [2016/08/24 16:18] asa |
resources [2016/08/24 16:39] asa [Python] |
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| + | ~~NOTOC~~ | ||
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| ====== Python and Machine Learning resources ====== | ====== Python and Machine Learning resources ====== | ||
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| * [[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://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 ===== | ||
| - | * [[http://machinelearning.org/|The International Machine Learning Society]] and its [[http://machinelearning.org/icml.html|International Conference on Machine Learning]] | ||
| - | * [[http://jmlr.csail.mit.edu/|Journal of Machine Learning Research]], free, on-line | ||
| - | * [[http://www.mitpressjournals.org/loi/neco|Neural Computation]] | ||
| - | * [[http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1098-111X|International Journal of Intelligent Systems]] | ||
| - | * [[http://nips.cc/|Neural Information Processing Systems]] conference. | ||
| - | + | ===== Python ===== | |
| - | + | ||
| - | ====== Python ====== | + | |
| - | + | ||
| - | [[http://www.python.org|The official Python website]] | + | |
| === Resources for learning python === | === Resources for learning python === | ||
| - | * [[http://www.python.org/doc/current/tutorial/ | The official Python tutorial]] | + | * [[https://docs.python.org/3/tutorial/ | The official Python tutorial]] |
| - | * [[http://www.greenteapress.com/thinkpython|Think Python]], on-line book by Allen Downey | + | * [[http://greenteapress.com/wp/think-python-2e/|Think Python]], on-line book by Allen Downey |
| - | * [[http://learnpythonthehardway.org/book/|Learn Python the hard way]] | + | * [[http://learnpythonthehardway.org/book/|Learn Python the hard way]] (not updated to Python 3) |
| - | * [[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 | + | |
| === Python resources === | === Python resources === | ||
| - | * [[http://aymanh.com/python-debugging-techniques|Python Debugging Techniques]] and [[http://pythonconquerstheuniverse.wordpress.com/category/python-debugger/|Python Conquers the Universe]] | + | * [[http://pythonconquerstheuniverse.wordpress.com/category/python-debugger/|Python Debugging Techniques]] |
| - | * [[http://python.net/~goodger/projects/pycon/2007/idiomatic/handout.html|Code Like a Pythonista: Idiomatic Python]] | + | |
| * [[http://docs.python.org/library/index.html|The Python Standard Library]] | * [[http://docs.python.org/library/index.html|The Python Standard Library]] | ||
| - | * [[http://ianozsvald.com/HighPerformancePythonfromTrainingatEuroPython2011_v0.2.pdf|High Performance Python]], by Ian Ozsvald | + | * [[http://ipython.org/|IPython]]: a better Python interpreter. |
| - | + | ||
| - | ===== IPython ===== | + | |
| - | + | ||
| - | * [[http://ipython.org/|IPython]] main site | + | |
| - | * [[http://showmedo.com/videotutorials/video?name=1000010&fromSeriesID=100|Video tutorial on using ipython]], in five parts by Jeff Rush | + | |
| - | * [[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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| * [[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 | ||
| * [[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 | ||
| + | |||
| + | ===== Machine Learning Societies, Journals and Conferences ===== | ||
| + | |||
| + | * [[http://machinelearning.org/|The International Machine Learning Society]] and its [[http://machinelearning.org/icml.html|International Conference on Machine Learning]] | ||
| + | * [[http://jmlr.csail.mit.edu/|Journal of Machine Learning Research]], free, on-line | ||
| + | * [[http://www.mitpressjournals.org/loi/neco|Neural Computation]] | ||
| + | * [[http://nips.cc/|Neural Information Processing Systems]] conference. | ||
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resources.txt · Last modified: 2016/08/24 16:43 by asa
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