You can now find a pdf version of the book at https://github.com/dafriedman97/mlbook/blob/master/book.pdf. JupyterBook is still working on the PDF creation, so this doesn't have any of the images unfortunately. That said, most of them aren't too important (until the neural net chapter, where they get a little more important)