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I always thought that we can imagine mathematics as a structure that was based on an unique principle and that we can see algebra, geometry, ... emerging when we're adding axioms to the first one.

In this way, all the mathematics could be represented in a large map. Someone could say how a theory and its axioms are distant from the first principle and how it relies to other theories.

Is my conception of maths wrong ? If not, what would be the founding principles ?

I would give anything to see such a diagram.

tripth
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The Metamath project seems like it might be part of what you're looking for; you might also be interested in a map of mathematics developed by Redditors in response to another such map which they found lacking.

Alexis
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  • The metamath project is an interesting one. I will read some books on the subject, dig the link you sent and come back with new questions. – tripth Sep 02 '17 at 16:45