some default

Yaroslav Halchenko 7afa3e65d4 updated url to be relaxed (content changed) + removed no longer available online Inductive Logic Programming		преди 8 години
A.Shashua-Introduction_to_Machine_Learning.pdf	0bc62304c0 Initial collation	преди 9 години
C.E.Rasmussen_C.K.I.Williams-Gaussian_Processes_for_Machine_Learning.pdf	0bc62304c0 Initial collation	преди 9 години
D.Barber-Bayesian_Reasoning_and_Machine_Learning.pdf	0bc62304c0 Initial collation	преди 9 години
D.C.C.MacKay-Information_Theory_Inference_and_Learning_Algorithms.pdf	0bc62304c0 Initial collation	преди 9 години
D.Michie_D.J.Spiegelhalter-Machine_Learning_Neural_and_Statistical_Classification.pdf	0bc62304c0 Initial collation	преди 9 години
G.James_D.Witten_T.Hastie_R.Tibshirani-An_Introduction_to_Statistical_Learning_with_Applications_in_R.pdf	0bc62304c0 Initial collation	преди 9 години
H.DaumeIII-A_Course_in_Machine_Learning.pdf	7afa3e65d4 updated url to be relaxed (content changed) + removed no longer available online Inductive Logic Programming	преди 8 години
N.J.Nilsson-Introduction_to_Machine_Learning.pdf	0bc62304c0 Initial collation	преди 9 години
README.md	fbaf8cf678 added README.md	преди 9 години
T.Hastie_R.Tibshirani_J.Friedman-The_Elements_of_Statistical_Learning_Data_Mining_Inference_and_Prediction.pdf	0bc62304c0 Initial collation	преди 9 години

Best Machine Learning Books

This git-annex repository collates freely available online books on various sub-fields of Machine Learning. It doesn't physically contain any of them, but rather contains references to original websites, from which you could fetch them using git-annex. For instance

git clone git://github.com/datalad/mlbooks
cd mlbooks
git annex get *.pdf

would fetch all the books available as a .pdf file.

Licenses

Originally inspired by 12 Best Free Ebooks for Machine Learning. Books themselves are available under varying terms. The collection itself is made available under PDDL.

README.md

Best Machine Learning Books

Licenses