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Ask HN: Best stack for ML blog with lots of code snippets, formulae and graphs?

by Winterflow3r on 1/9/2022, 10:52:39 PM with 1 comments

Hey folks! I want to refurbish my old dusty blog into something new and fancy but without (too many) late nights fighting with yet another static site generator. I want to write more about my experiences working with ML so ideally this would be a tech stack that can easily accommodate maths formulae (nice if it can be a syntax close to LaTeX but I'm not super picky) and interactive graphs (something like a Jupyter notebook widget). Do you have a setup that works well and that you'd like to share? Thanks in advance!

by Sirajchokshi on 1/10/2022, 3:07:41 AM
I'd recommend using a Jekyll blog template you like and adding what you need on top of it.
Here are some ways I can think of to accomplish what you want:
```
  mpld3
```
export mpl plots to interactive HTML
```
  jupyter nbconvert --to html notebook.ipynb
```
to convert notebooks into html
Resources:
https://mpld3.github.io/
http://www.kasimte.com/adding-and-including-jupyter-notebook...