Robuta

https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/ModelSpec/PredictionKeysEntry tfma.ModelSpec.PredictionKeysEntry | TFX | TensorFlow tfx tensorflowtfma https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/default_writers tfma.default_writers | TFX | TensorFlow Returns the default writers for use in WriteResults. tfx tensorflowtfmadefaultwriters https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/default_regression_specs tfma.metrics.default_regression_specs | TFX | TensorFlow Returns default metric specs for for regression problems. tfma metricstfx tensorflowdefaultregressionspecs https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/MeanAttributions tfma.metrics.MeanAttributions | TFX | TensorFlow Mean attributions metric. tfma metricstfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/load_attributions tfma.load_attributions | TFX | TensorFlow Read and deserialize the AttributionsForSlice records. tfx tensorflowtfmaloadattributions https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/ScoreDistributionPlot tfma.metrics.ScoreDistributionPlot | TFX | TensorFlow Score distribution plot. tfma metricstfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/utils/get_baseline_model_spec tfma.utils.get_baseline_model_spec | TFX | TensorFlow Returns baseline model spec. utils getmodel spectfx tensorflowtfmabaseline https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/WeightedExampleCount tfma.metrics.WeightedExampleCount | TFX | TensorFlow Weighted example count (deprecated - use ExampleCount). tfma metricstfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/evaluators/MetricsAndPlotsEvaluator tfma.evaluators.MetricsAndPlotsEvaluator | TFX | TensorFlow Creates an Evaluator for evaluating metrics and plots. tfx tensorflowtfmaevaluators https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/MetricsForSlice/MetricKeyAndValue tfma.MetricsForSlice.MetricKeyAndValue | TFX | TensorFlow tfx tensorflowtfma https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/CombinedFeaturePreprocessor tfma.metrics.CombinedFeaturePreprocessor | TFX | TensorFlow Returns preprocessor for incl combined features in StandardMetricInputs. tfma metricstfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/ExampleWeightOptions tfma.ExampleWeightOptions | TFX | TensorFlow tfx tensorflowtfma https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/Markedness tfma.metrics.Markedness | TFX | TensorFlow Markedness (MK) or deltaP. tfma metricstfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/SensitivityAtSpecificity tfma.metrics.SensitivityAtSpecificity | TFX | TensorFlow tfma metricstfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/PrimitiveMetricValueType tfma.types.PrimitiveMetricValueType | TFX | TensorFlow tfma typestfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/FeaturePreprocessor tfma.metrics.FeaturePreprocessor | TFX | TensorFlow Returns preprocessor for including features in StandardMetricInputs. tfma metricstfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/PlotKey tfma.metrics.PlotKey | TFX | TensorFlow A PlotKey is a metric key that uniquely identifies a plot. tfma metricstfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/Options tfma.Options | TFX | TensorFlow tfx tensorflowtfmaoptions https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/ValueWithTDistribution tfma.types.ValueWithTDistribution | TFX | TensorFlow Represents the t-distribution value. tfma typestfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/PrevalenceThreshold tfma.metrics.PrevalenceThreshold | TFX | TensorFlow Prevalence threshold (PT). tfma metricstfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma Module: tfma | TFX | TensorFlow Init module for TensorFlow Model Analysis. module tfmatfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionMaxRecall tfma.metrics.ObjectDetectionMaxRecall | TFX | TensorFlow Computes the max recall of the predictions with respect to the labels. tfma metricstfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/validators Module: tfma.validators | TFX | TensorFlow Init module for TensorFlow Model Analysis validators. module tfmatfx tensorflowvalidators https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/BundleContextParam tfma.metrics.Preprocessor.BundleContextParam | TFX | TensorFlow Allows one to use a context manager to manage bundle-scoped parameters. tfma metricstfx tensorflowpreprocessor https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/addons Module: tfma.addons | TFX | TensorFlow Init module for TensorFlow Model Analysis addons. module tfmatfx tensorflowaddons https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/BalancedAccuracy tfma.metrics.BalancedAccuracy | TFX | TensorFlow Balanced accuracy (BA). tfma metricstfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/RecallAtPrecision tfma.metrics.RecallAtPrecision | TFX | TensorFlow tfma metricstfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/extractors/PredictExtractor tfma.extractors.PredictExtractor | TFX | TensorFlow Creates an Extractor for TFMAPredict. tfx tensorflowtfmaextractors https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/StructuredMetricValue tfma.types.StructuredMetricValue | TFX | TensorFlow The base class for all structured metrics used within TFMA. tfma typestfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/MissRate tfma.metrics.MissRate | TFX | TensorFlow tfma metricstfx tensorflow https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/utils/get_by_keys tfma.utils.get_by_keys | TFX | TensorFlow Returns value with given key(s) in (possibly multi-level) dict. utils gettfx tensorflowtfmakeys https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/post_export_metrics/auc tfma.post_export_metrics.auc | TFX | TensorFlow This is the function that the user calls. tfx tensorflowtfmapostexportmetrics https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/AttributionsForSlice/AttributionsKeyAndValues tfma.AttributionsForSlice.AttributionsKeyAndValues | TFX | TensorFlow tfx tensorflowtfma https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionThresholdAtRecall tfma.metrics.ObjectDetectionThresholdAtRecall | TFX | TensorFlow tfma metricstfx tensorflow