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v0.3.0
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@whoseoyster whoseoyster released this 24 Aug 17:31
· 475 commits to main since this release
v0.3.0
6d1f20b

Added

  • A Project helper class.
  • A convenience method create_or_load_project which loads in a project if it is already created.
  • Accepts AZURE as a DeploymentType.

Changed

  • Compatibility with Unbox API OpenAPI refactor.
  • Models and datasets must be added to projects.
  • Deprecates categorical_features_map in favor of categorical_feature_names for model and dataset uploads.
  • Moved TaskType attribute from the Model level to the Project level. Creating a Project now requires specifying the TaskType.
  • Removed name from add_dataset.
  • Changed description to commit_message from add_dataset, add_dataframe and add_model.
  • requirements_txt_file no longer optional for model uploads.
  • NLP dataset character limit is now 1000 characters.

Fixed

  • More comprehensive model and dataset upload validation.
  • Bug with duplicate feature names for NLP datasets if uploading same dataset twice.
  • Added protobuf==3.2.0 to requirements to fix bug with model deployment.
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