>>13286847The closest attempt ever made was Bourbaki but Bourbaki doesn't cover everything and is absolutely not meant for beginners. Math is far too big to be captured in a single desk reference.
The other thing that comes to mind is Eric Weisstein's big desk reference, but those are jut blurb entries, like a proper encyclopedia. You can't use encyclopedias to deeply learn the concepts, anon.