This repository explores a striking idea: can a single nonlinear operator reshape how we represent mathematics? We implement a restricted exp–log symbolic transformation system based on the EML operator: eml(x, y) = exp(x) − log(y) Rather than chasing theoretical universality, this project investigates what actually happens when such a representation is forced into a real-world setting. The result is a domain-aware system that exposes structural trade-offs—between uniformity and complexity, expressiveness and constraint. Included:- Full implementation of the EML transformation framework- Benchmark experiments and structural analysis- Exploratory symbolic regression study- Accompanying research paper (PDF) This is not a universal system. It is a focused study of representation—and what changes when you compress mathematics into a single primitive.
Biswajyoti Nath (2026) studied this question.