Module: tfma.constants

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Constants used in TensorFlow Model Analysis.

Other Members

  • ANALYSIS_KEY = 'analysis'
  • ARROW_INPUT_COLUMN = '__raw_record__'
  • ARROW_RECORD_BATCH_KEY = 'arrow_record_batch'
  • ATTRIBUTIONS_KEY = 'attributions'
  • BASELINE_KEY = 'baseline'
  • BASELINE_SCORE_KEY = 'baseline_score'
  • CANDIDATE_KEY = 'candidate'
  • DATA_CENTRIC_MODE = 'data_centric_mode'
  • EXAMPLE_SCORE_KEY = 'example_score'
  • EXAMPLE_WEIGHTS_KEY = 'example_weights'
  • FEATURES_KEY = 'features'
  • FEATURES_PREDICTIONS_LABELS_KEY = '_fpl'
  • INPUT_KEY = 'input'
  • LABELS_KEY = 'labels'
  • MATERIALIZE_COLUMNS = 'materialize'
  • METRICS_KEY = 'metrics'
  • METRICS_NAMESPACE = 'tfx.ModelAnalysis'
  • MODEL_CENTRIC_MODE = 'model_centric_mode'
  • PLACEHOLDER = 'placeholder'
  • PLOTS_KEY = 'plots'
  • PREDICTIONS_KEY = 'predictions'
  • SLICE_KEYS_KEY = 'slice_keys'
  • SLICE_KEY_TYPES_KEY = '_slice_key_types'
  • SPARSE_PLACEHOLDER = 'sparse_placeholder'
  • TF_ESTIMATOR = 'tf_estimator'
  • TF_GENERIC = 'tf_generic'
  • TF_KERAS = 'tf_keras'
  • TF_LITE = 'tf_lite'
  • UNKNOWN_EVAL_MODE = 'unknown_eval_mode'
  • VALIDATIONS_KEY = 'validations'
  • VALID_TF_MODEL_TYPES