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feat: implement misspecification detection in embedded data space
To Do:
- read https://arxiv.org/abs/2112.08866
- make a plan how and where to implement this (dedicated misspecification module, or just in
neural_nets?) - add a test with misspecified data (ideally similar to the ones used in the paper)
- implement and test.