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resources [2013/08/04 14:45] asa |
resources [2015/12/04 16:23] asa [ML open source software and data] |
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| ====== Python and Machine Learning resources ====== | ====== Python and Machine Learning resources ====== | ||
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| + | ===== ML open source software and data ===== | ||
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| + | * 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://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]]. | ||
| + | ===== Machine Learning Societies, Journals and Conferences ===== | ||
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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://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. | ||
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| ====== Python ====== | ====== Python ====== | ||
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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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| See the [[https://www.cs.colostate.edu/wiki/Remote_Access|Remote Access]] page department wiki. | See the [[https://www.cs.colostate.edu/wiki/Remote_Access|Remote Access]] page department wiki. | ||
| - | ===== 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. | ||
resources.txt ยท Last modified: 2016/08/24 16:43 by asa
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