# neuralnetworksanddeeplearning.com.pdf

**Repository Path**: quarky/neuralnetworksanddeeplearning.com.pdf

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- **Project Name**: neuralnetworksanddeeplearning.com.pdf
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- **Created**: 2020-01-24
- **Last Updated**: 2021-11-02

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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 charper 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.