A JAX-based genetic programming library using matrix-encoded trees gives parallel GPU evaluation and is demonstrated on symbolic regression, control, and loss learning tasks.
Automated reverse engineering of nonlinear dynamical systems
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Kozax: Flexible and Scalable Genetic Programming in JAX
A JAX-based genetic programming library using matrix-encoded trees gives parallel GPU evaluation and is demonstrated on symbolic regression, control, and loss learning tasks.