Difference between revisions of "Useful stuff"
(Created page with "A list of useful resources on the web. * [https://www.math.uwaterloo.ca/~hwolkowi/matrixcookbook.pdf | Matrix cookbook] * ---- == Machine learning books == * [http://pers...") |
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A list of useful resources on the web. | A list of useful resources on the web. | ||
| − | * [https://www.math.uwaterloo.ca/~hwolkowi/matrixcookbook.pdf | + | * [https://www.math.uwaterloo.ca/~hwolkowi/matrixcookbook.pdf Matrix cookbook] |
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== Machine learning books == | == Machine learning books == | ||
| − | * [http://personal.disco.unimib.it/Vanneschi/McGrawHill_-_Machine_Learning_-Tom_Mitchell.pdf | + | * [http://personal.disco.unimib.it/Vanneschi/McGrawHill_-_Machine_Learning_-Tom_Mitchell.pdf Tom Mitchell's book] |
| − | * [http://alex.smola.org/drafts/thebook.pdf | + | * [http://alex.smola.org/drafts/thebook.pdf Smola & Vishwanathan's book] |
| − | * [http://ciml.info/dl/v0_8/ciml-v0_8-all.pdf | + | * [http://ciml.info/dl/v0_8/ciml-v0_8-all.pdf Daume's book] |
| − | * [https://www.cs.ubc.ca/~murphyk/MLbook/pml-intro-22may12.pdf | + | * [https://www.cs.ubc.ca/~murphyk/MLbook/pml-intro-22may12.pdf Murphy's book] |
| − | * [http://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf | + | * [http://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf Shalev-Shwartz & Ben-David's book] |
| − | * [http://ai.stanford.edu/~nilsson/MLBOOK.pdf | + | * [http://ai.stanford.edu/~nilsson/MLBOOK.pdf Nilsson's book] |
| − | * [http://www2.ift.ulaval.ca/~chaib/IFT-4102-7025/public_html/Fichiers/Machine_Learning_in_Action.pdf | + | * [http://www2.ift.ulaval.ca/~chaib/IFT-4102-7025/public_html/Fichiers/Machine_Learning_in_Action.pdf Harrington's book] |
Revision as of 15:53, 15 March 2016
A list of useful resources on the web.
