https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/TensorTypeMaybeDict?authuser=1
tfma.types.TensorTypeMaybeDict | TFX | TensorFlow
typestfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/default_extractors?authuser=0
tfma.default_extractors | TFX | TensorFlow
Returns the default extractors for use in ExtractAndEvaluate.
defaultextractorstfxtensorflow
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https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/BinarizationOptions
tfma.BinarizationOptions | TFX | TensorFlow
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/AggregationOptions
tfma.AggregationOptions | TFX | TensorFlow
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/SparseTensorValue?authuser=2
tfma.types.SparseTensorValue | TFX | TensorFlow
SparseTensorValue encapsulates a batch of sparse tensor values.
typestfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/view/render_slicing_attributions
tfma.view.render_slicing_attributions | TFX | TensorFlow
Renders the slicing metrics view as widget.
viewrenderslicingattributionstfx
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/utils/get_model_type?authuser=5
tfma.utils.get_model_type | TFX | TensorFlow
Returns model type for given model spec taking into account defaults.
model typeutilsgettfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/ModelSpec
tfma.ModelSpec | TFX | TensorFlow
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/post_export_metrics/mean_squared_error
tfma.post_export_metrics.mean_squared_error | TFX | TensorFlow
This is the function that the user calls.
mean squared errorpostexportmetricstfx
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma?authuser=0
Module: tfma | TFX | TensorFlow
Init module for TensorFlow Model Analysis.
moduletfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/EvalConfig?authuser=1
tfma.EvalConfig | TFX | TensorFlow
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/TensorValueMaybeMultiLevelDict?authuser=2
tfma.types.TensorValueMaybeMultiLevelDict | TFX | TensorFlow
typestfxtensorflow
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https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/evaluators/Evaluator?authuser=0
tfma.evaluators.Evaluator | TFX | TensorFlow
Evaluator(stage_name, run_after, ptransform)
evaluatorstfxtensorflow
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arts andvisual research
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/EvalResult?authuser=0
tfma.EvalResult | TFX | TensorFlow
The result of a single model analysis run.
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/exporter
Module: tfma.exporter | TFX | TensorFlow
Exporter class represents different flavors of model export.
moduleexportertfxtensorflow
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https://www.temple.edu/academics/degree-programs/film-certificate-undergraduate-ca-film-cert/admissions
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theateredugcertadmissions
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/TypeSpecMaybeMultiLevelDict
tfma.types.TypeSpecMaybeMultiLevelDict | TFX | TensorFlow
typestfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/view/render_slicing_attributions?authuser=7
tfma.view.render_slicing_attributions | TFX | TensorFlow
Renders the slicing metrics view as widget.
viewrenderslicingattributionstfx
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/view/render_slicing_metrics?authuser=3
tfma.view.render_slicing_metrics | TFX | TensorFlow
Renders the slicing metrics view as widget.
viewrenderslicingmetricstfx
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/DictOfFetchedTensorValues
tfma.types.DictOfFetchedTensorValues | TFX | TensorFlow
typestfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/Extracts?authuser=0
tfma.types.Extracts | TFX | TensorFlow
typesextractstfxtensorflow
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https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/EvalSharedModel
tfma.types.EvalSharedModel | TFX | TensorFlow
Shared model used during extraction and evaluation.
typestfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/TN?authuser=2
tfma.metrics.TN | TFX | TensorFlow
Alias for TrueNegatives.
metricstntfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/extractors/SliceKeyExtractor?authuser=0
tfma.extractors.SliceKeyExtractor | TFX | TensorFlow
Creates an extractor for extracting slice keys.
extractorstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/MetricConfig?authuser=1
tfma.MetricConfig | TFX | TensorFlow
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/writers/Write?authuser=0
tfma.writers.Write | TFX | TensorFlow
Writes given Evaluation or Validation data using given writer PTransform.
writers writetfxtensorflow
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https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/AggregationOptions?authuser=7
tfma.AggregationOptions | TFX | TensorFlow
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/MetricsSpec/ThresholdsEntry?authuser=2
tfma.MetricsSpec.ThresholdsEntry | TFX | TensorFlow
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/evaluators/verify_evaluator?authuser=0
tfma.evaluators.verify_evaluator | TFX | TensorFlow
Verifies evaluator is matched with an extractor.
evaluatorsverifytfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/extractors/Extractor?authuser=0
tfma.extractors.Extractor | TFX | TensorFlow
Extractor(stage_name, ptransform)
extractorstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/MetricsSpec
tfma.MetricsSpec | TFX | TensorFlow
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/load_eval_result?authuser=1
tfma.load_eval_result | TFX | TensorFlow
Loads EvalResult object for use with the visualization functions.
loadevalresulttfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/MetricComputation?authuser=7
tfma.metrics.MetricComputation | TFX | TensorFlow
MetricComputation represents one or more metric computations.
metricstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/TensorTypeMaybeMultiLevelDict?authuser=7
tfma.types.TensorTypeMaybeMultiLevelDict | TFX | TensorFlow
typestfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/InputsToExtracts?authuser=1
tfma.InputsToExtracts | TFX | TensorFlow
Converts serialized inputs (e.g. examples) to Extracts if not already.
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/ConfidenceIntervalOptions
tfma.ConfidenceIntervalOptions | TFX | TensorFlow
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/extractors/InputExtractor?authuser=0
tfma.extractors.InputExtractor | TFX | TensorFlow
Creates an extractor for extracting features, labels, and example weights.
extractorstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/WeightedExampleCount?authuser=5
tfma.metrics.WeightedExampleCount | TFX | TensorFlow
Weighted example count (deprecated - use ExampleCount).
metricstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/MetricsSpec/PerSliceThresholdsEntry?authuser=2
tfma.MetricsSpec.PerSliceThresholdsEntry | TFX | TensorFlow
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/writers/Writer?authuser=0
tfma.writers.Writer | TFX | TensorFlow
Writer(stage_name, ptransform)
writerstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/utils/DoFnWithModels?authuser=5
tfma.utils.DoFnWithModels | TFX | TensorFlow
Abstract class for DoFns that need the shared models.
utilstfxtensorflow
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https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/view/render_time_series
tfma.view.render_time_series | TFX | TensorFlow
Renders the time series view as widget.
render timeviewseriestfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/evaluators/AnalysisTableEvaluator?authuser=0
tfma.evaluators.AnalysisTableEvaluator | TFX | TensorFlow
Creates an Evaluator for returning Extracts data for analysis.
evaluatorstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/utils/get_non_baseline_model_specs
tfma.utils.get_non_baseline_model_specs | TFX | TensorFlow
Returns non-baseline model specs.
model specsutilsgetnonbaseline
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/ExtractEvaluateAndWriteResults?authuser=1
tfma.ExtractEvaluateAndWriteResults | TFX | TensorFlow
PTransform for performing extraction, evaluation, and writing results.
tfxtensorflow
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https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/MetricsSpec?authuser=7
tfma.MetricsSpec | TFX | TensorFlow
tfxtensorflow
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https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics
Module: tfma.metrics | TFX | TensorFlow
Init module for TensorFlow Model Analysis metrics.
modulemetricstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/extractors/LabelsExtractor?authuser=2
tfma.extractors.LabelsExtractor | TFX | TensorFlow
Creates an extractor for extracting labels.
extractorstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/Metric
tfma.metrics.Metric | TFX | TensorFlow
Metric wraps a set of metric computations.
metricstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/PlotsForSlice
tfma.PlotsForSlice | TFX | TensorFlow
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/SlicingSpec
tfma.SlicingSpec | TFX | TensorFlow
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/default_eval_shared_model?authuser=1
tfma.default_eval_shared_model | TFX | TensorFlow
Returns default EvalSharedModel.
defaultevalsharedmodeltfx
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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.
metricspreprocessortfxtensorflow
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.
metricsdefaultregressionspecstfx
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/EvalResult?authuser=1
tfma.EvalResult | TFX | TensorFlow
The result of a single model analysis run.
tfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/view/render_plot?authuser=0
tfma.view.render_plot | TFX | TensorFlow
Renders the plot view as widget.
viewrenderplottfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/StandardMetricInputs
tfma.metrics.StandardMetricInputs | TFX | TensorFlow
Standard inputs used by most metric computations.
metricstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/utils/get_non_baseline_model_specs?authuser=5
tfma.utils.get_non_baseline_model_specs | TFX | TensorFlow
Returns non-baseline model specs.
model specsutilsgetnonbaseline
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/merge_per_key_computations
tfma.metrics.merge_per_key_computations | TFX | TensorFlow
Wraps create_computations_fn to be called separately for each key.
metricsmergeperkeycomputations
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/extractors?authuser=0
Module: tfma.extractors | TFX | TensorFlow
Init module for TensorFlow Model Analysis extractors.
moduleextractorstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/ConfusionMatrixPlot?authuser=7
tfma.metrics.ConfusionMatrixPlot | TFX | TensorFlow
Confusion matrix plot.
metricstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/multiple_model_analysis?authuser=4
tfma.multiple_model_analysis | TFX | TensorFlow
Run model analysis for multiple models on the same data set.
model analysismultipletfxtensorflow
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https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/default_multi_class_classification_specs
tfma.metrics.default_multi_class_classification_specs | TFX | TensorFlow
Returns default metric specs for multi-class classification problems.
multi class classificationmetricsdefaultspecstfx
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/ValueWithTDistribution?authuser=5
tfma.types.ValueWithTDistribution | TFX | TensorFlow
Represents the t-distribution value.
typestfxtensorflow
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https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/multiple_model_analysis?authuser=0
tfma.multiple_model_analysis | TFX | TensorFlow
Run model analysis for multiple models on the same data set.
model analysismultipletfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/writers/EvalConfigWriter
tfma.writers.EvalConfigWriter | TFX | TensorFlow
Returns eval config writer.
writerstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/MetricKey?authuser=5
tfma.metrics.MetricKey | TFX | TensorFlow
A MetricKey uniquely identifies a metric.
metricstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/TensorOrOperationType
tfma.types.TensorOrOperationType | TFX | TensorFlow
typestfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/RecallAtPrecision?authuser=7
tfma.metrics.RecallAtPrecision | TFX | TensorFlow
metricstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/metrics/NegativeLikelihoodRatio
tfma.metrics.NegativeLikelihoodRatio | TFX | TensorFlow
Negative likelihood ratio (LR-).
metricstfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/ModelLoader?authuser=0
tfma.types.ModelLoader | TFX | TensorFlow
Model loader is responsible for loading shared model types.
typestfxtensorflow
https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/evaluators/MetricsAndPlotsEvaluator?authuser=0
tfma.evaluators.MetricsAndPlotsEvaluator | TFX | TensorFlow
Creates an Evaluator for evaluating metrics and plots.
evaluatorstfxtensorflow