Scheduled service maintenance on November 22

On Friday, November 22, 2024, between 06:00 CET and 18:00 CET, GIN services will undergo planned maintenance. Extended service interruptions should be expected. We will try to keep downtimes to a minimum, but recommend that users avoid critical tasks, large data uploads, or DOI requests during this time.

We apologize for any inconvenience.

Best Machine Learning Books

This DataLad dataset 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.

If you like any of these books, please consider buying a physical copy to support the authors' work.

Obtain books

With DataLad

datalad install https://github.com/datalad-datasets/machinelearning-books.git
cd machinelearning-books
datalad get *.pdf

With git-annex

git clone https://github.com/datalad-datasets/machinelearning-books.git
cd mlbooks
git annex get *.pdf

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.