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Powell's (unconstrained) derivative free optimisers:
On an affine solvers: such systems can be handled with a single linear solve. JAX can detect affine functions via
import jax import jax.interpreters.partial_eval as pe def is_affine(f, *args, **kwargs): jaxpr = jax.make_jaxpr(jax.jacfwd(f))(*args, **kwargs) _, used_inputs = pe.dce_jaxpr(jaxpr.jaxpr, [True] * len(jaxpr.out_avals)) return all(not x for x in used_inputs)
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Powell's (unconstrained) derivative free optimisers:
On an affine solvers: such systems can be handled with a single linear solve. JAX can detect affine functions via
The text was updated successfully, but these errors were encountered: