https://github.com/soulmachine/machine-learning-cheat-sheet

Classical equations and diagrams in machine learning
https://github.com/soulmachine/machine-learning-cheat-sheet

Last synced: 21 days ago
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Classical equations and diagrams in machine learning

• Host: GitHub
• URL: https://github.com/soulmachine/machine-learning-cheat-sheet
• Owner: soulmachine
• Created: 2013-05-09T07:43:59.000Z (over 11 years ago)
• Default Branch: master
• Last Pushed: 2024-07-30T22:02:41.000Z (4 months ago)
• Last Synced: 2024-07-31T19:16:43.778Z (4 months ago)
• Language: TeX
• Homepage: http://soulmachine.me
• Size: 19.4 MB
• Stars: 7,102
• Watchers: 384
• Forks: 1,229
• Open Issues: 11
• Metadata Files:
  • Readme: README.md

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README

        
Machine learning cheat sheet

============================

This cheat sheet contains many classical equations and diagrams on machine learning, which will help you quickly recall knowledge and ideas on machine learning.

The cheat sheet will also appeal to someone who is preparing for a job interview related to machine learning.

## Download PDF

[machine-learning-cheat-sheet.pdf](https://github.com/soulmachine/machine-learning-cheat-sheet/raw/master/machine-learning-cheat-sheet.pdf) 

## How to compile

    docker pull soulmachine/texlive

    docker run -it --rm -v $(pwd):/data -w /data soulmachine/texlive xelatex -synctex=1 --enable-write18 -interaction=nonstopmode machine-learning-cheat-sheet.tex

## LaTeX template

This open-source book adopts the [Springer latex template](http://www.springer.com/authors/book+authors?SGWID=0-154102-12-970131-0).

## How to compile on Windows

1. Install [Tex Live 2014](http://www.tug.org/texlive/), then add its `bin` path for example `D:\texlive\2012\bin\win32` to he PATH environment variable.

2. Install [TeXstudio](http://texstudio.sourceforge.net/).

3. Configure TeXstudio.  

    Run TeXstudio, click `Options-->Configure Texstudio-->Commands`, set `XeLaTex` to `xelatex -synctex=1 -interaction=nonstopmode %.tex`.

    

    Click `Options-->Configure Texstudio-->Build`,   

    set `Build & View` to `Compile & View`,  

    set `Default Compiler` to `XeLaTex`,  

    set `PDF Viewer` to `Internal PDF Viewer(windowed)`, so that when previewing it will pop up a standalone window, which will be convenient.

4. Compile. Use Open `machine-learning-cheat-sheet.tex` with TeXstudio，click the green arrow on the menu bar, then it will start to compile.  

    In the messages window below we can see the compilation command that TeXstudio is using is `xelatex -synctex=1 --enable-write18 -interaction=nonstopmode "machine-learning-cheat-sheet".tex`