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@benfred benfred released this 09 Mar 05:27
· 619 commits to main since this release
v0.4.0
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Learn about vigilant mode.

Breaking Changes

  • The API for NVTabular has been signficantly refactored, and existing code targetting the 0.3 API will need to be updated.
    Workflows are now represented as graphs of operations, and applied using a sklearn 'transformers' style api. Read more by
    checking out the examples

Improvements

  • Triton integration support for NVTabular with TensorFlow and HugeCTR models
  • Recommended cloud configuration and support for AWS and GCP
  • Reorganized examples and documentation
  • Unified Docker containers for Merlin components (NVTabular, HugeCTR and Triton)
  • Dataset analysis and generation tools
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