Vectorize full equation for JAX jit and vmap #61
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Co-authored-by: ericallenalt <ericallenalt@gmail.com>
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Refactor
full_equationto be compatible with JAXjitandvmapfor improved performance and parallelization.The original
full_equationcontained JAX vectorization blockers such as data-dependentwhileloops, dynamic array indexing, and mutable state. This refactoring replaces these with JAX primitives likejax.lax.scan,jax.lax.fori_loop, andjax.lax.selectto enable efficient compilation and vectorization.