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Implement caching for HPS  #208

@djaniak

Description

@djaniak

Cache dataset and model for HPS pipelines which will drastically improve the speed of the search.

Additional features:

  • add dataset inspection when ignoring the preprocessing pipeline (reading dataset from the path)
  • allow for reading the dataset and model from the object instead of the path or str

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