some default

Michael Hanke aa6c65d1e4 [DATALAD] new dataset		пре 5 година
.datalad	aa6c65d1e4 [DATALAD] new dataset	пре 5 година
.gitattributes	aa6c65d1e4 [DATALAD] new dataset	пре 5 година
A.Shashua-Introduction_to_Machine_Learning.pdf	0bc62304c0 Initial collation	пре 9 година
C.E.Rasmussen_C.K.I.Williams-Gaussian_Processes_for_Machine_Learning.pdf	0bc62304c0 Initial collation	пре 9 година
D.Barber-Bayesian_Reasoning_and_Machine_Learning.pdf	0bc62304c0 Initial collation	пре 9 година
D.C.C.MacKay-Information_Theory_Inference_and_Learning_Algorithms.pdf	0bc62304c0 Initial collation	пре 9 година
D.Michie_D.J.Spiegelhalter-Machine_Learning_Neural_and_Statistical_Classification.pdf	0bc62304c0 Initial collation	пре 9 година
G.James_D.Witten_T.Hastie_R.Tibshirani-An_Introduction_to_Statistical_Learning_with_Applications_in_R.pdf	0bc62304c0 Initial collation	пре 9 година
H.DaumeIII-A_Course_in_Machine_Learning.pdf	7afa3e65d4 updated url to be relaxed (content changed) + removed no longer available online Inductive Logic Programming	пре 8 година
N.J.Nilsson-Introduction_to_Machine_Learning.pdf	0bc62304c0 Initial collation	пре 9 година
README.md	fbaf8cf678 added README.md	пре 9 година
T.Hastie_R.Tibshirani_J.Friedman-The_Elements_of_Statistical_Learning_Data_Mining_Inference_and_Prediction.pdf	0bc62304c0 Initial collation	пре 9 година

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