Browse Source

Initial collation

based on http://designimag.com/best-free-machine-learning-ebooks/
+ G.James_D.Witten_T.Hastie_R.Tibshirani-An_Introduction_to_Statistical_Learning_with_Applications_in_R

and missing some reinforcement learning books not avail in a single
file
Yaroslav Halchenko 9 years ago
commit
0bc62304c0

+ 1 - 0
A.Shashua-Introduction_to_Machine_Learning.pdf

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+.git/annex/objects/2q/ZZ/URL-s700145--http&c%%arxiv.org%pdf%0904.3664v1.pdf/URL-s700145--http&c%%arxiv.org%pdf%0904.3664v1.pdf

+ 1 - 0
C.E.Rasmussen_C.K.I.Williams-Gaussian_Processes_for_Machine_Learning.pdf

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+.git/annex/objects/99/pg/URL-s4052292--http&c%%www.gaussianprocess.org%gpml%chapters%RW.pdf/URL-s4052292--http&c%%www.gaussianprocess.org%gpml%chapters%RW.pdf

+ 1 - 0
D.Barber-Bayesian_Reasoning_and_Machine_Learning.pdf

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+.git/annex/objects/g5/mW/URL-s14324939--http&c%%web4.cs.ucl.ac.uk%staff%D.Barber%textbook%240415.pdf/URL-s14324939--http&c%%web4.cs.ucl.ac.uk%staff%D.Barber%textbook%240415.pdf

+ 1 - 0
D.C.C.MacKay-Information_Theory_Inference_and_Learning_Algorithms.pdf

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+.git/annex/objects/vj/P6/URL-s11675219--http&c%%www.inference.phy.cam.ac.uk%itprnn%book.pdf/URL-s11675219--http&c%%www.inference.phy.cam.ac.uk%itprnn%book.pdf

+ 1 - 0
D.Michie_D.J.Spiegelhalter-Machine_Learning_Neural_and_Statistical_Classification.pdf

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+.git/annex/objects/zw/WF/URL-s1787416--http&c%%www1.maths.leeds.ac.uk%,126charles%statlog%whole.pdf/URL-s1787416--http&c%%www1.maths.leeds.ac.uk%,126charles%statlog%whole.pdf

+ 1 - 0
G.James_D.Witten_T.Hastie_R.Tibshirani-An_Introduction_to_Statistical_Learning_with_Applications_in_R.pdf

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+.git/annex/objects/WJ/4F/URL-s8990464--http&c%%www-bcf.usc.edu%,126gare-ee4ec48deca83996a6bb95f256bf7e74/URL-s8990464--http&c%%www-bcf.usc.edu%,126gare-ee4ec48deca83996a6bb95f256bf7e74

+ 1 - 0
H.DaumeIII-A_Course_in_Machine_Learning.pdf

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+.git/annex/objects/kM/g0/URL-s2575503--http&c%%ciml.info%dl%v0_9%ciml-v0_9-all.pdf/URL-s2575503--http&c%%ciml.info%dl%v0_9%ciml-v0_9-all.pdf

+ 1 - 0
N.J.Nilsson-Introduction_to_Machine_Learning.pdf

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+.git/annex/objects/ZV/G7/URL-s1899248--http&c%%ai.stanford.edu%,126nilsson%MLBOOK.pdf/URL-s1899248--http&c%%ai.stanford.edu%,126nilsson%MLBOOK.pdf

+ 1 - 0
N.Lavrac_S.Dzeroski-Inductive_Logic_Programming.pdf

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+.git/annex/objects/Qm/3m/URL-s1722607--http&c%%www-ai.ijs.si%SasoDzeroski%ILPBook%ILPbook.pdf/URL-s1722607--http&c%%www-ai.ijs.si%SasoDzeroski%ILPBook%ILPbook.pdf

+ 1 - 0
T.Hastie_R.Tibshirani_J.Friedman-The_Elements_of_Statistical_Learning_Data_Mining_Inference_and_Prediction.pdf

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+.git/annex/objects/4g/Vv/URL-s13303613--http&c%%statweb.stanford.edu%,12-04e98153e096973a0e94d05ae90fce26/URL-s13303613--http&c%%statweb.stanford.edu%,12-04e98153e096973a0e94d05ae90fce26