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Hessian-based stochastic optimization in TensorFlow and keras

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Need to continue to use `tf.compat.v1` anyways due to placeholders and so on, so this may be a non issue.

Need to work through the kinks of the construction of the `KerasModelProblem` class when the neural network has complex callable structure. This could be a problem for generative samplers in...

bug

Implement decorators for experimental functions that have not been stress tests. And other warnings such as deprecation.

enhancement