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Add serialization functionality to resources #194

@kazewong

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@kazewong

Most of the save_resource and load_resource functions are not implemented. They need to be implemented before we roll v0.4.0

  • Gaussian_random_walk.py
  • HMC.py
  • MALA.py
  • NF_proposal.py
  • Optimizer.py

Also need to add test to this functionality

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