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Implement caching for HPS #208

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djaniak opened this issue Feb 9, 2022 · 0 comments
Open
2 tasks

Implement caching for HPS #208

djaniak opened this issue Feb 9, 2022 · 0 comments
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enhancement New feature or request task

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@djaniak
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djaniak commented Feb 9, 2022

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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