svmtutorial

Source of svm-tutorial.com, the Support Vector Machine tutorials by Alexandre Kowalczyk.

Layout

• website/: the blog, a Hugo site using the Hugo Book theme. Articles are Markdown files in website/content/articles/; math is written in LaTeX between $...$ or $$...$$ and rendered with KaTeX at build time.
• code-samples/: code that goes with the articles (C# text classifier, text classification and support vector regression in R).

Writing and previewing

Install Hugo extended and Go, then:

cd website
hugo server

and open http://localhost:1313/.

Each article keeps its original WordPress address through the url field in its front matter, for example url: "/2014/11/svm-understanding-math-part-1/". Images live in website/static/wp-content/uploads/ so their old addresses keep working too.

Publishing

Every push to master that touches website/ is built and published to GitHub Pages by .github/workflows/website.yml.