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Roadmap

Near term

  • machinedatahub.ai site live
  • rebrand github group/repos to match
  • Netlify Open Source plan application submitted
    • License
    • Code of Conduct at the top level directory of the project repository or prominently in the documentation (with a link in the navigation, footer, or homepage)
    • Must feature a link to Netlify service
    • Review that all conditions are met, fill out the form and submit
  • machine-data-hub CLI does local ETL on at least one of the datasets
  • Nested dataset schema
    • each dataset can contain multiple files
    • break out per file metrics vs. dataset metrics
  • Dataset content pre-rendered, only the
  • machine-data-hub published to PyPI
    • unit testing runs on every push
    • sphinx documentation pushes to readthedocs on tag
    • library builds and pushes to PyPI on tag
    • release notes section added to sphinx documentation
  • Blog functionality added to web app
    • blog content can be added to repo in markdown format
    • create a welcome post
  • Documented example of ML model built from a dataset
  • UW ML Course students use machine-data-hub as data source for class project
  • User trial with survey and reward to get feedback from potential users (possibly use to incentivize students above)
  • Web App automated end to end testing
  • Web app receives a 90+ rating from lighthouse for performance
  • Auth-N (Authentication) implemented
  • Up Voting datasets
    • mitigation plan for duplicate votes (i.e. require Auth-N to cast a vote)
  • machinedatahub analytics (page views, dataset download counts)

Longer term

  • External user submits a new dataset
  • First pull request merged from non-original team member
  • Academic Paper Published

Maybe

  • Auth-Z (Authorization) - allow private datasets

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