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Roadmap

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Sonal edited this page May 17, 2022 · 1 revision

Here are some things we are working on/have on the roadmap

  • native support for Snowflake using Snowpark. This will let Snowflake users run Zingg without an external Spark cluster
  • stop words detection and configuration per column. this will help improve the matching accuracy (0.3.4)
  • abbreviation detection and matching
  • cli for ease of use
  • automated unit and e2e testing (ongoing, first release 0.3.4)
  • exposing model statistics and convergence so that people learn when to stop
  • suggesting or figuring out which fields should be used in matching
  • more transformations and experiments to build better models
  • geo matching
  • unsupervised models
  • data stewardship of the results
  • easier blocking and matching functions through Java/scala/Python

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