MLeml.Pure Python implementation of the EML (Exp-Minus-Log) operator eml(x, y) = exp(x) - ln(y) that can express every elementary function (sin, cos, log, sqrt, exp, arithmetic operations, constants π, e, i, etc.) using only this operator and the constant 1. Includes symbolic expression builder and gradient-based symbolic regression via EML trees.