Harnessing second order optimizers from deep learning frameworks

Abstract from Ryan: Have you ever wanted to use a second order optimizer on code written in TensorFlow or PyTorch? What about optimizing a dictionary of tensors using SciPy minimize? If so, a lot of troublesome glue code was probably needed. For another way, look no further than the dict-minimize package, which takes care of everything and lets users easily optimize objectives implemented in TensorFlow, PyTorch, or JAX.