https://github.com/antonvladyka/neuralnetworksanddeeplearning.com.pdf

LaTeX/PDF + Epub version of the online book (http://neuralnetworksanddeeplearning.com) ”Neural Networks and Deep Learning“ by Michael Nielsen (@mnielsen)
https://github.com/antonvladyka/neuralnetworksanddeeplearning.com.pdf

deep-learning latex machine-learning neural-network neural-networks

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LaTeX/PDF + Epub version of the online book (http://neuralnetworksanddeeplearning.com) ”Neural Networks and Deep Learning“ by Michael Nielsen (@mnielsen)

• Host: GitHub
• URL: https://github.com/antonvladyka/neuralnetworksanddeeplearning.com.pdf
• Owner: antonvladyka
• Created: 2018-08-02T16:19:43.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2021-11-17T13:49:27.000Z (about 3 years ago)
• Last Synced: 2024-08-21T01:17:34.398Z (4 months ago)
• Topics: deep-learning, latex, machine-learning, neural-network, neural-networks
• Language: TeX
• Homepage:
• Size: 54.8 MB
• Stars: 265
• Watchers: 22
• Forks: 79
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

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README

        
# Neural Networks and Deep Learning

## by Michael Nielsen

This is an attempt to convert [online version](http://neuralnetworksanddeeplearning.com) of Michael Nielsen's book 'Neural Networks and Deep Learning' into LaTeX source.

### Current status

1. Chapter 1: done

2. Chapter 2: done

3. Chapter 3: done

4. Chapter 4: includes a lot of interactive JS-based elements. In progress. By now, interactive elements are replaced with intuitive (I hope) graphs, but text is not fully adapted.

5. Chapter 5: done

6. Chapter 6: done

I observed some missed Python code in the online version of network3.py:

```

   print('The corresponding test accuracy is {0:.2

   test_accuracy))

   ...

   print("Best validation accuracy of {0:.2

      best_validation_accuracy, best_iteration))

   ...

   print("Corresponding test accuracy of {0:.2

 ```

So, these parts were replaced with the correct ones from the source code repo.

Can be compiled into any desired format, using XeLaTeX — with any desired font.

As a general design, I used my PhD thesis style: 17x24 cm paper, 9pt font, Charter/Mathdesign, own designed chapter titles, chapter labels etc.

Typography adjusted (- → –, "" → “ ”)

Bibliography — maybe to collect all cited research papers?

### Update 07.10.2018

Equation numbering is updated to sequential as in the original online book. Please note that some numbers are missing (e.g. 40-41), since some equations in the online book are multiline with a label on every line. I use the same tags/numbers as in the book.

### Epub 01.11.2019

Epub version added.

```

pandoc -s --mathml book.tex -o book.epub

```

converts source latex files into epub with formulas redneder by MathML. MathML works correctly in Calibre.

Please note: pandoc does not produce images from tikzpicture, therefore chapter 4 in epub is corrupted with missing images. It in much better to check Chapter 4 online anyway, since it contains interactive elements.