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Implementation for K-bin bisection in JAX. A test needs to be added, particularly to check it deals with extra dimensions properly.
k option threaded through higher level functions and classes.
Small bug fix in
JaxTransformerwhere bisection_eps and domain weren't threaded toto_torch.Where k=2 the provided
bisectmethod is used so that minimal changes are introduced. I am sure for k=2 the purebisectwill be faster thanbisect_keven after jit'ing.