BaseModel: adds checkpointing, versioning, safeguards #257
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This PR adds a new baseclass that keeps track of its descendants. This means users can now easily subclass it, create their own model which then automatically benefit from the neuralop machinery.
This also means models can be checkpointed and reloaded much more easily.
Also adds a versioning system for models to make sure checkpoints are loaded with the right code.