Or pseudo-code. I can take some pseudo-code and turn it into a working C (or python) implementation to poke at without too much trouble but papers with pure al

Or pseudo-code. I can take some pseudo-code and turn it into a working C (or python) implementation to poke at without too much trouble but papers with pure algorithmic notation usually get put in the "I'll look at that later" folder which I never get around to looking at. Granted, I'm not the intended audience for most of the papers I read since I have no formal CS (or math) education -- though enough information is out on the interwebs depending on how motivated I am to try out whatever shiny-new I'm learning about.