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TensorFlow Model Analysis 0.34.1
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@dhruvesh09 dhruvesh09 released this 20 Sep 17:03
v0.34.1
901c3c7
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Major Features and Improvements

  • N/A

Bug fixes and other Changes

  • Correctly skips non-numeric numpy array type metrics for confidence interval
    computations.
  • Depends on apache-beam[gcp]>=2.32,<3.
  • Depends on tfx-bsl>=1.3.0,<1.4.0.

Breaking Changes

  • In preparation for TFMA 1.0, the following imports have been moved (note
    that other modules were also moved, but TFMA only supports types that are
    explicitly declared inside of __init__.py files):
    • tfma.CombineFnWithModels -> tfma.utils.CombineFnWithModels
    • tfma.DoFnWithModels -> tfma.utils.DoFnWithModels
    • tfma.get_baseline_model_spec -> tfma.utils.get_baseline_model_spec
    • tfma.get_model_type -> tfma.utils.get_model_type
    • tfma.get_model_spec -> tfma.utils.get_model_spec
    • tfma.get_non_baseline_model_specs ->
      tfma.utils.get_non_baseline_model_specs
    • tfma.verify_eval_config -> tfma.utils.verify_eval_config
    • tfma.update_eval_config_with_defaults ->
      tfma.utils.update_eval_config_with_defaults
    • tfma.verify_and_update_eval_shared_models ->
      tfma.utils.verify_and_update_eval_shared_models
    • tfma.create_keys_key -> tfma.utils.create_keys_key
    • tfma.create_values_key -> tfma.utils.create_values_key
    • tfma.compound_key -> tfma.utils.compound_key
    • tfma.unique_key -> tfma.utils.unique_key

Deprecations

  • N/A
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