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A unified symbolic-numeric expression runtime for Python where all elementary functions are created from a single operator
6 starsPython
Uninum – All elementary functions from a single operator, in Python
by brumbelow·Apr 14, 2026·6 points·2 comments
AI Analysis
●●●BangerWizardryBig BrainZero to One
EML lowering rewrites any expression to exp(x) - ln(y) trees based on actual research paper.
Strengths
- •EML lowering to single binary operator is genuinely novel, based on Odrzywolek 2026 research paper.
- •Natural Python syntax for expression building with full symbolic differentiation and simplification.
- •Compiles to fast callables with numpy or pure-Python backends for production use.
Weaknesses
- •Niche audience limits adoption—most devs won't need symbolic math lowering in daily work.
- •Requires Python 3.10+, and documentation could use more real-world usage examples.
Category
Target Audience
Mathematicians, computational scientists, and Python developers working with symbolic math
Similar To
SymPy · Mathematica · Maple
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