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v1.21.0

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@release-please release-please released this 13 Jan 14:49
9ffd173

1.21.0 (2023-01-13)

Features

  • Add default skew threshold to be an optional input at _SkewDetectionConfig and also mark the target_field and data_source of skew config to optional. (7da4164)
  • Add filter to Model Registry list_versions API. (c1cb33f)
  • Add MLMD schema class ExperimentModel (94b2f29)
  • Add Service Account support to BatchPredictionJob (deba06b)
  • Add support for Predict Request Response Logging in Endpoint SDK (372ab8d)
  • Adding Feature Store: Streaming ingestion to GA (6bc4c84)
  • Enable passing experiment_tensorboard to init without experiment (369a0cc)
  • Support Model Serialization in Vertex Experiments(sklearn) (d4deed3)
  • Support Model Serialization in Vertex Experiments(xgboost) (fe75eba)

Bug Fixes

  • Endpoint.undeploy_all() doesn't undeploy all models (9fb24d7)
  • Fix bug in associating tensorboard to an experiment (6def0b8)
  • Pin shapely version to <2.0.0 (1efd816)
  • Unbreak timeouts for Dataset create, FeatureStore ingest, and MatchingEngine Index create. (3096d1c)
  • Updated proto message formatting logic for batch predict model monitoring (f87fef0)