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

Question

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!

Sirajchokshi · Accepted Answer

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...