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udos

Universal Dataset Open Standard

A place to develop an open standard for dataset search, acquisition, reusable preparation, and sharing.

Target user stories

  • Search outside data (use several sources such as kaggle, github, named urls, etc?)
  • Get local copy of data
    • Set rules for automatic updates of data
  • Search locally using:
    • General query expansion (using word2vec?)
    • Custom aliases
    • Fuzzy matching
  • Construct data feeds by combining multiple data feeds
  • Visualize relationships (to understand the data, spot errors, etc.)
  • Operable quick models (for quick-and-dirty inference)