Symbolica 2.0: Programmable Symbols for Python and Rust
Symbolicasymbolic computationPythonRustprogramming languageshigh-performancenumerical kernelsJacobiansoptimizationintegrationevaluation hookstype-erased evaluation
Author: mmastrac
Date: 6/5/2026
Article Summary:
Symbolica 2.0 is a high-performance symbolic computation framework for Python and Rust that allows users to manipulate symbolic expressions and turn them into fast numerical kernels for computing Jacobians, numerical optimization, integration, and more.