/English-Translation-of-Deep-Learning-From-Scratch

English Translation of ゼロから作るDeep Learning (Deep Learning From Scratch) by Koki Saitoh

Primary LanguagePython

English Translation of "Deep Learning From Scratch"

This is a translation of the best book series ever written, called Deep Learning From Scratch. I already did the translation using Google Translate API. If you buy the book, you can use the patch files I made to translate your own copy!

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Why?

There are a lot of books on Deep Learning, but they all drone on forever when it would be much faster to just see how it works via code. Notable exceptions in English are micrograd by Andrej Karpathy, and Neural Networks and Deep Learning by Michael Nielsen. However, these are just toys. I stumbled upon DLFS, which is capable of running models of arbitrary complexity, with a book to explain it all! As such, this is the only resource anybody needs to understand deep learning.

Usage

Simply update the path of your .EPUB file:

book_path          = r'/path/to/books/DL1.epub'
patch_file_path    = r'DL1_patch.txt'
patch_book(book_path, patch_file_path)

Features

  • In-line latex: Because text had to be pulled out of paragraphs, the in-line latex between Japanese words is now clustered at the end of a paragrah. You will need to figure out which formula is being referred.