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Sampling Strategies

Terencio Agozzino edited this page Mar 19, 2021 · 6 revisions

If the sampling strategy you are looking for is not in the list below, please feel free to add it. The pyRDF2Vec library allows you to easily add new ones!

Currently, only the sampling strategies of Cochez et al. are implemented.

Available sampling strategies:

  • Inverse Object Frequency
  • Inverse Object Frequency Weight
  • Inverse PageRank Split Weight
  • Inverse PageRank Weight
  • Inverse Predicate Frequency Weight
  • Inverse Predicate-Object Frequency Weight
  • Object Frequency Weight
  • PageRank Split Weight
  • Predicate Frequency Weight
  • Predicate-Object Frequency Weight
  • Split Weight PageRank Weight
  • Uniform Weight
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