LICENSE
MANIFEST.in
README.md
pyproject.toml
setup.py
tensorflow_model_analysis/__init__.py
tensorflow_model_analysis/constants.py
tensorflow_model_analysis/sdk.py
tensorflow_model_analysis/version.py
tensorflow_model_analysis.egg-info/PKG-INFO
tensorflow_model_analysis.egg-info/SOURCES.txt
tensorflow_model_analysis.egg-info/dependency_links.txt
tensorflow_model_analysis.egg-info/namespace_packages.txt
tensorflow_model_analysis.egg-info/not-zip-safe
tensorflow_model_analysis.egg-info/requires.txt
tensorflow_model_analysis.egg-info/top_level.txt
tensorflow_model_analysis/api/__init__.py
tensorflow_model_analysis/api/dataframe.py
tensorflow_model_analysis/api/dataframe_test.py
tensorflow_model_analysis/api/model_eval_lib.py
tensorflow_model_analysis/api/model_eval_lib_test.py
tensorflow_model_analysis/api/types.py
tensorflow_model_analysis/api/types_test.py
tensorflow_model_analysis/api/verifier_lib.py
tensorflow_model_analysis/contrib/__init__.py
tensorflow_model_analysis/contrib/aggregates/__init__.py
tensorflow_model_analysis/contrib/aggregates/binary_confusion_matrices.py
tensorflow_model_analysis/contrib/aggregates/binary_confusion_matrices_test.py
tensorflow_model_analysis/eval_metrics_graph/__init__.py
tensorflow_model_analysis/eval_metrics_graph/eval_metrics_graph.py
tensorflow_model_analysis/eval_saved_model/__init__.py
tensorflow_model_analysis/eval_saved_model/constants.py
tensorflow_model_analysis/evaluators/__init__.py
tensorflow_model_analysis/evaluators/analysis_table_evaluator.py
tensorflow_model_analysis/evaluators/analysis_table_evaluator_test.py
tensorflow_model_analysis/evaluators/confidence_intervals_util.py
tensorflow_model_analysis/evaluators/confidence_intervals_util_test.py
tensorflow_model_analysis/evaluators/counter_util.py
tensorflow_model_analysis/evaluators/counter_util_test.py
tensorflow_model_analysis/evaluators/evaluator.py
tensorflow_model_analysis/evaluators/evaluator_test.py
tensorflow_model_analysis/evaluators/jackknife.py
tensorflow_model_analysis/evaluators/jackknife_test.py
tensorflow_model_analysis/evaluators/keras_util.py
tensorflow_model_analysis/evaluators/legacy_poisson_bootstrap.py
tensorflow_model_analysis/evaluators/legacy_poisson_bootstrap_test.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator.py
tensorflow_model_analysis/evaluators/metrics_plots_and_validations_evaluator_test.py
tensorflow_model_analysis/evaluators/metrics_validator.py
tensorflow_model_analysis/evaluators/metrics_validator_test.py
tensorflow_model_analysis/evaluators/poisson_bootstrap.py
tensorflow_model_analysis/evaluators/poisson_bootstrap_test.py
tensorflow_model_analysis/evaluators/query_metrics/__init__.py
tensorflow_model_analysis/evaluators/query_metrics/min_label_position.py
tensorflow_model_analysis/evaluators/query_metrics/ndcg.py
tensorflow_model_analysis/evaluators/query_metrics/query_statistics.py
tensorflow_model_analysis/evaluators/query_metrics/query_types.py
tensorflow_model_analysis/experimental/__init__.py
tensorflow_model_analysis/experimental/dataframe.py
tensorflow_model_analysis/experimental/preprocessing_functions/__init__.py
tensorflow_model_analysis/experimental/preprocessing_functions/test_util.py
tensorflow_model_analysis/experimental/preprocessing_functions/text.py
tensorflow_model_analysis/experimental/preprocessing_functions/text_test.py
tensorflow_model_analysis/export_only/__init__.py
tensorflow_model_analysis/extractors/__init__.py
tensorflow_model_analysis/extractors/counterfactual_predictions_extractor.py
tensorflow_model_analysis/extractors/counterfactual_predictions_extractor_test.py
tensorflow_model_analysis/extractors/example_weights_extractor.py
tensorflow_model_analysis/extractors/example_weights_extractor_test.py
tensorflow_model_analysis/extractors/extractor.py
tensorflow_model_analysis/extractors/extractor_test.py
tensorflow_model_analysis/extractors/features_extractor.py
tensorflow_model_analysis/extractors/features_extractor_test.py
tensorflow_model_analysis/extractors/inference_base.py
tensorflow_model_analysis/extractors/inference_base_test.py
tensorflow_model_analysis/extractors/labels_extractor.py
tensorflow_model_analysis/extractors/labels_extractor_test.py
tensorflow_model_analysis/extractors/legacy_feature_extractor.py
tensorflow_model_analysis/extractors/legacy_feature_extractor_test.py
tensorflow_model_analysis/extractors/legacy_input_extractor.py
tensorflow_model_analysis/extractors/legacy_input_extractor_test.py
tensorflow_model_analysis/extractors/legacy_meta_feature_extractor.py
tensorflow_model_analysis/extractors/legacy_meta_feature_extractor_test.py
tensorflow_model_analysis/extractors/legacy_predict_extractor.py
tensorflow_model_analysis/extractors/materialized_predictions_extractor.py
tensorflow_model_analysis/extractors/materialized_predictions_extractor_test.py
tensorflow_model_analysis/extractors/predictions_extractor.py
tensorflow_model_analysis/extractors/predictions_extractor_test.py
tensorflow_model_analysis/extractors/slice_key_extractor.py
tensorflow_model_analysis/extractors/slice_key_extractor_test.py
tensorflow_model_analysis/extractors/sql_slice_key_extractor.py
tensorflow_model_analysis/extractors/sql_slice_key_extractor_test.py
tensorflow_model_analysis/extractors/tfjs_predict_extractor.py
tensorflow_model_analysis/extractors/tfjs_predict_extractor_test.py
tensorflow_model_analysis/extractors/tfjs_predict_extractor_util.py
tensorflow_model_analysis/extractors/tflite_predict_extractor.py
tensorflow_model_analysis/extractors/tflite_predict_extractor_test.py
tensorflow_model_analysis/extractors/tfx_bsl_predictions_extractor.py
tensorflow_model_analysis/extractors/transformed_features_extractor.py
tensorflow_model_analysis/extractors/transformed_features_extractor_test.py
tensorflow_model_analysis/extractors/unbatch_extractor.py
tensorflow_model_analysis/extractors/unbatch_extractor_test.py
tensorflow_model_analysis/metrics/__init__.py
tensorflow_model_analysis/metrics/aggregation.py
tensorflow_model_analysis/metrics/aggregation_test.py
tensorflow_model_analysis/metrics/attributions.py
tensorflow_model_analysis/metrics/attributions_test.py
tensorflow_model_analysis/metrics/binary_confusion_matrices.py
tensorflow_model_analysis/metrics/binary_confusion_matrices_test.py
tensorflow_model_analysis/metrics/bleu.py
tensorflow_model_analysis/metrics/bleu_test.py
tensorflow_model_analysis/metrics/calibration.py
tensorflow_model_analysis/metrics/calibration_histogram.py
tensorflow_model_analysis/metrics/calibration_histogram_test.py
tensorflow_model_analysis/metrics/calibration_plot.py
tensorflow_model_analysis/metrics/calibration_plot_test.py
tensorflow_model_analysis/metrics/calibration_test.py
tensorflow_model_analysis/metrics/confusion_matrix_metrics.py
tensorflow_model_analysis/metrics/confusion_matrix_metrics_test.py
tensorflow_model_analysis/metrics/confusion_matrix_plot.py
tensorflow_model_analysis/metrics/confusion_matrix_plot_test.py
tensorflow_model_analysis/metrics/cross_entropy_metrics.py
tensorflow_model_analysis/metrics/cross_entropy_metrics_test.py
tensorflow_model_analysis/metrics/exact_match.py
tensorflow_model_analysis/metrics/exact_match_test.py
tensorflow_model_analysis/metrics/example_count.py
tensorflow_model_analysis/metrics/example_count_test.py
tensorflow_model_analysis/metrics/flip_metrics.py
tensorflow_model_analysis/metrics/flip_metrics_test.py
tensorflow_model_analysis/metrics/mean_regression_error.py
tensorflow_model_analysis/metrics/mean_regression_error_test.py
tensorflow_model_analysis/metrics/metric_specs.py
tensorflow_model_analysis/metrics/metric_specs_test.py
tensorflow_model_analysis/metrics/metric_types.py
tensorflow_model_analysis/metrics/metric_types_test.py
tensorflow_model_analysis/metrics/metric_util.py
tensorflow_model_analysis/metrics/metric_util_test.py
tensorflow_model_analysis/metrics/min_label_position.py
tensorflow_model_analysis/metrics/min_label_position_test.py
tensorflow_model_analysis/metrics/model_cosine_similarity.py
tensorflow_model_analysis/metrics/model_cosine_similarity_test.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_metrics_test.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot.py
tensorflow_model_analysis/metrics/multi_class_confusion_matrix_plot_test.py
tensorflow_model_analysis/metrics/multi_label_confusion_matrix_plot.py
tensorflow_model_analysis/metrics/multi_label_confusion_matrix_plot_test.py
tensorflow_model_analysis/metrics/ndcg.py
tensorflow_model_analysis/metrics/ndcg_test.py
tensorflow_model_analysis/metrics/object_detection_confusion_matrix_metrics.py
tensorflow_model_analysis/metrics/object_detection_confusion_matrix_metrics_test.py
tensorflow_model_analysis/metrics/object_detection_confusion_matrix_plot.py
tensorflow_model_analysis/metrics/object_detection_confusion_matrix_plot_test.py
tensorflow_model_analysis/metrics/object_detection_metrics.py
tensorflow_model_analysis/metrics/object_detection_metrics_test.py
tensorflow_model_analysis/metrics/prediction_difference_metrics.py
tensorflow_model_analysis/metrics/prediction_difference_metrics_test.py
tensorflow_model_analysis/metrics/query_statistics.py
tensorflow_model_analysis/metrics/query_statistics_test.py
tensorflow_model_analysis/metrics/rouge.py
tensorflow_model_analysis/metrics/rouge_test.py
tensorflow_model_analysis/metrics/sample_metrics.py
tensorflow_model_analysis/metrics/sample_metrics_test.py
tensorflow_model_analysis/metrics/score_distribution_plot.py
tensorflow_model_analysis/metrics/score_distribution_plot_test.py
tensorflow_model_analysis/metrics/semantic_segmentation_confusion_matrix_metrics.py
tensorflow_model_analysis/metrics/semantic_segmentation_confusion_matrix_metrics_test.py
tensorflow_model_analysis/metrics/set_match_confusion_matrix_metrics.py
tensorflow_model_analysis/metrics/set_match_confusion_matrix_metrics_test.py
tensorflow_model_analysis/metrics/squared_pearson_correlation.py
tensorflow_model_analysis/metrics/squared_pearson_correlation_test.py
tensorflow_model_analysis/metrics/stats.py
tensorflow_model_analysis/metrics/stats_test.py
tensorflow_model_analysis/metrics/test_util.py
tensorflow_model_analysis/metrics/tf_metric_accumulators.py
tensorflow_model_analysis/metrics/tf_metric_accumulators_test.py
tensorflow_model_analysis/metrics/tf_metric_wrapper.py
tensorflow_model_analysis/metrics/tf_metric_wrapper_test.py
tensorflow_model_analysis/metrics/tjur_discrimination.py
tensorflow_model_analysis/metrics/tjur_discrimination_test.py
tensorflow_model_analysis/metrics/weighted_example_count.py
tensorflow_model_analysis/metrics/preprocessors/__init__.py
tensorflow_model_analysis/metrics/preprocessors/image_preprocessors.py
tensorflow_model_analysis/metrics/preprocessors/image_preprocessors_test.py
tensorflow_model_analysis/metrics/preprocessors/invert_logarithm_preprocessors.py
tensorflow_model_analysis/metrics/preprocessors/invert_logarithm_preprocessors_test.py
tensorflow_model_analysis/metrics/preprocessors/object_detection_preprocessors.py
tensorflow_model_analysis/metrics/preprocessors/object_detection_preprocessors_test.py
tensorflow_model_analysis/metrics/preprocessors/set_match_preprocessors.py
tensorflow_model_analysis/metrics/preprocessors/set_match_preprocessors_test.py
tensorflow_model_analysis/metrics/preprocessors/utils/__init__.py
tensorflow_model_analysis/metrics/preprocessors/utils/bounding_box.py
tensorflow_model_analysis/metrics/preprocessors/utils/bounding_box_test.py
tensorflow_model_analysis/metrics/preprocessors/utils/box_match.py
tensorflow_model_analysis/metrics/preprocessors/utils/box_match_test.py
tensorflow_model_analysis/metrics/preprocessors/utils/object_detection_format.py
tensorflow_model_analysis/metrics/preprocessors/utils/object_detection_format_test.py
tensorflow_model_analysis/notebook/__init__.py
tensorflow_model_analysis/notebook/visualization.py
tensorflow_model_analysis/notebook/colab/__init__.py
tensorflow_model_analysis/notebook/colab/renderer.py
tensorflow_model_analysis/notebook/colab/util.py
tensorflow_model_analysis/notebook/colab/widget.py
tensorflow_model_analysis/notebook/jupyter/__init__.py
tensorflow_model_analysis/notebook/jupyter/renderer.py
tensorflow_model_analysis/notebook/jupyter/tfma_widget/__init__.py
tensorflow_model_analysis/notebook/jupyter/tfma_widget/widget.py
tensorflow_model_analysis/post_export_metrics/__init__.py
tensorflow_model_analysis/post_export_metrics/metric_keys.py
tensorflow_model_analysis/proto/__init__.py
tensorflow_model_analysis/proto/config_pb2.py
tensorflow_model_analysis/proto/metrics_for_slice_pb2.py
tensorflow_model_analysis/proto/validation_result_pb2.py
tensorflow_model_analysis/proto/wrappers_pb2.py
tensorflow_model_analysis/slicer/__init__.py
tensorflow_model_analysis/slicer/slice_accessor.py
tensorflow_model_analysis/slicer/slice_accessor_test.py
tensorflow_model_analysis/slicer/slicer_lib.py
tensorflow_model_analysis/slicer/slicer_test.py
tensorflow_model_analysis/static/extension.js
tensorflow_model_analysis/static/index.js
tensorflow_model_analysis/static/index.js.map
tensorflow_model_analysis/static/vulcanized_tfma.js
tensorflow_model_analysis/utils/__init__.py
tensorflow_model_analysis/utils/beam_util.py
tensorflow_model_analysis/utils/beam_util_test.py
tensorflow_model_analysis/utils/config_util.py
tensorflow_model_analysis/utils/config_util_test.py
tensorflow_model_analysis/utils/example_keras_model.py
tensorflow_model_analysis/utils/example_keras_model_test.py
tensorflow_model_analysis/utils/keras_lib.py
tensorflow_model_analysis/utils/math_util.py
tensorflow_model_analysis/utils/math_util_test.py
tensorflow_model_analysis/utils/model_util.py
tensorflow_model_analysis/utils/model_util_test.py
tensorflow_model_analysis/utils/size_estimator.py
tensorflow_model_analysis/utils/size_estimator_test.py
tensorflow_model_analysis/utils/test_util.py
tensorflow_model_analysis/utils/util.py
tensorflow_model_analysis/utils/util_test.py
tensorflow_model_analysis/validators/__init__.py
tensorflow_model_analysis/validators/validator.py
tensorflow_model_analysis/view/__init__.py
tensorflow_model_analysis/view/util.py
tensorflow_model_analysis/view/util_test.py
tensorflow_model_analysis/view/view_types.py
tensorflow_model_analysis/view/view_types_test.py
tensorflow_model_analysis/view/widget_view.py
tensorflow_model_analysis/writers/__init__.py
tensorflow_model_analysis/writers/eval_config_writer.py
tensorflow_model_analysis/writers/eval_config_writer_test.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer.py
tensorflow_model_analysis/writers/metrics_plots_and_validations_writer_test.py
tensorflow_model_analysis/writers/writer.py
tensorflow_model_analysis/writers/writer_test.py