Path	Lines of Code
packages/dispatcher/src/data/ColumnarData.ts	214
packages/dispatcher/src/data/ColumnarDataWithSubwordFeaturizer.ts	253
packages/dispatcher/src/data/Data.ts	304
packages/dispatcher/src/data/DataUtility.ts	27
packages/dispatcher/src/data/DataWithSubwordFeaturizer.ts	41
packages/dispatcher/src/data/DataWithSubwordFeaturizerUtility.ts	55
packages/dispatcher/src/data/EntityAnnotatedCorpusData.ts	165
packages/dispatcher/src/data/EntityAnnotatedCorpusDataWithSubwordFeaturizer.ts	209
packages/dispatcher/src/data/IEntityAnnotationObject.ts	6
packages/dispatcher/src/data/IEntityObject.ts	5
packages/dispatcher/src/data/IEntityObjectByPosition.ts	5
packages/dispatcher/src/data/IPartOfSpeechTagObject.ts	5
packages/dispatcher/src/data/IPartOfSpeechTagObjectByPosition.ts	5
packages/dispatcher/src/data/ITextIntentSequenceLabelObject.ts	9
packages/dispatcher/src/data/ITextIntentSequenceLabelObjectByPosition.ts	9
packages/dispatcher/src/data/LuData.ts	171
packages/dispatcher/src/data/LuDataWithSubwordFeaturizer.ts	195
packages/dispatcher/src/data_structure/DictionaryMapUtility.ts	1501
packages/dispatcher/src/data_structure/IDictionaryNumberIdGenericArray.ts	3
packages/dispatcher/src/data_structure/IDictionaryNumberIdGenericArrays.ts	3
packages/dispatcher/src/data_structure/IDictionaryNumberIdGenericSet.ts	3
packages/dispatcher/src/data_structure/IDictionaryNumberIdGenericValue.ts	3
packages/dispatcher/src/data_structure/IDictionaryStringIdGenericArray.ts	3
packages/dispatcher/src/data_structure/IDictionaryStringIdGenericArrays.ts	3
packages/dispatcher/src/data_structure/IDictionaryStringIdGenericSet.ts	3
packages/dispatcher/src/data_structure/IDictionaryStringIdGenericValue.ts	3
packages/dispatcher/src/data_structure/TMapAnyKeyGenericArray.ts	2
packages/dispatcher/src/data_structure/TMapAnyKeyGenericArrays.ts	2
packages/dispatcher/src/data_structure/TMapAnyKeyGenericSet.ts	2
packages/dispatcher/src/data_structure/TMapAnyKeyGenericValue.ts	2
packages/dispatcher/src/data_structure/TMapGenericKeyGenericArray.ts	1
packages/dispatcher/src/data_structure/TMapGenericKeyGenericArrays.ts	1
packages/dispatcher/src/data_structure/TMapGenericKeyGenericSet.ts	1
packages/dispatcher/src/data_structure/TMapGenericKeyGenericValue.ts	1
packages/dispatcher/src/data_structure/TMapNumberKeyGenericArray.ts	2
packages/dispatcher/src/data_structure/TMapNumberKeyGenericArrays.ts	2
packages/dispatcher/src/data_structure/TMapNumberKeyGenericSet.ts	2
packages/dispatcher/src/data_structure/TMapNumberKeyGenericValue.ts	2
packages/dispatcher/src/data_structure/TMapStringKeyGenericArray.ts	2
packages/dispatcher/src/data_structure/TMapStringKeyGenericArrays.ts	2
packages/dispatcher/src/data_structure/TMapStringKeyGenericSet.ts	2
packages/dispatcher/src/data_structure/TMapStringKeyGenericValue.ts	2
packages/dispatcher/src/index.ts	185
packages/dispatcher/src/label_structure/Example.ts	57
packages/dispatcher/src/label_structure/IEntity.ts	4
packages/dispatcher/src/label_structure/IEntityByPosition.ts	4
packages/dispatcher/src/label_structure/IEntityWithText.ts	4
packages/dispatcher/src/label_structure/IEntityWithTextByPosition.ts	4
packages/dispatcher/src/label_structure/ILabel.ts	6
packages/dispatcher/src/label_structure/ILabelAlternate.ts	6
packages/dispatcher/src/label_structure/ILabelArrayAndMap.ts	4
packages/dispatcher/src/label_structure/IResult.ts	6
packages/dispatcher/src/label_structure/IResultAlternate.ts	6
packages/dispatcher/src/label_structure/IScoreEntity.ts	4
packages/dispatcher/src/label_structure/IScoreEntityByPosition.ts	4
packages/dispatcher/src/label_structure/IScoreEntityCore.ts	4
packages/dispatcher/src/label_structure/IScoreIntent.ts	4
packages/dispatcher/src/label_structure/IScoreLabel.ts	4
packages/dispatcher/src/label_structure/IScoreLabelByPosition.ts	4
packages/dispatcher/src/label_structure/IScoreLabelCore.ts	4
packages/dispatcher/src/label_structure/ISpan.ts	4
packages/dispatcher/src/label_structure/ISpanByPosition.ts	4
packages/dispatcher/src/label_structure/ITextUtteranceLabelMapDataStructure.ts	5
packages/dispatcher/src/label_structure/ITextUtteranceLabelObjectMapDataStructure.ts	5
packages/dispatcher/src/label_structure/ITextUtteranceLabelStringMapDataStructure.ts	4
packages/dispatcher/src/label_structure/ITextUtteranceWeightedLabelMapDataStructure.ts	5
packages/dispatcher/src/label_structure/ITextUtteranceWeightedLabelObjectMapDataStructure.ts	5
packages/dispatcher/src/label_structure/ITextUtteranceWeightedLabelStringMapDataStructure.ts	5
packages/dispatcher/src/label_structure/IUtterancePrediction.ts	5
packages/dispatcher/src/label_structure/IUtterancePredictionWithScoreEntity.ts	4
packages/dispatcher/src/label_structure/IUtterancePredictionWithScoreEntityByPosition.ts	4
packages/dispatcher/src/label_structure/IUtterancePredictionWithScoreIntent.ts	4
packages/dispatcher/src/label_structure/IUtterancePredictionWithScoreLabel.ts	4
packages/dispatcher/src/label_structure/IUtterancePredictionWithScoreLabelByPosition.ts	4
packages/dispatcher/src/label_structure/Label.ts	202
packages/dispatcher/src/label_structure/LabelStructureUtility.ts	1380
packages/dispatcher/src/label_structure/LabelType.ts	7
packages/dispatcher/src/label_structure/PredictionScoreStructureFoundation.ts	38
packages/dispatcher/src/label_structure/PredictionScoreStructureFoundationDisplay.ts	19
packages/dispatcher/src/label_structure/PredictionStructure.ts	62
packages/dispatcher/src/label_structure/PredictionStructureFoundation.ts	58
packages/dispatcher/src/label_structure/PredictionStructureFoundationDisplay.ts	29
packages/dispatcher/src/label_structure/PredictionStructureFoundationPluralEvaluation.ts	20
packages/dispatcher/src/label_structure/PredictionStructureFoundationSingularEvaluation.ts	24
packages/dispatcher/src/label_structure/PredictionStructureLabelObject.ts	28
packages/dispatcher/src/label_structure/PredictionStructureLabelString.ts	27
packages/dispatcher/src/label_structure/PredictionStructureWithPluralEvaluation.ts	65
packages/dispatcher/src/label_structure/PredictionStructureWithPluralEvaluationLabelObject.ts	30
packages/dispatcher/src/label_structure/PredictionStructureWithPluralEvaluationLabelString.ts	29
packages/dispatcher/src/label_structure/PredictionStructureWithPluralEvaluationScore.ts	78
packages/dispatcher/src/label_structure/PredictionStructureWithPluralEvaluationScoreLabelObject.ts	43
packages/dispatcher/src/label_structure/PredictionStructureWithPluralEvaluationScoreLabelString.ts	42
packages/dispatcher/src/label_structure/PredictionStructureWithScore.ts	72
packages/dispatcher/src/label_structure/PredictionStructureWithScoreLabelObject.ts	41
packages/dispatcher/src/label_structure/PredictionStructureWithScoreLabelString.ts	40
packages/dispatcher/src/label_structure/PredictionStructureWithSingularEvaluationGenericLabel.ts	53
packages/dispatcher/src/label_structure/PredictionStructureWithSingularEvaluationGenericLabelLabelObject.ts	20
packages/dispatcher/src/label_structure/PredictionStructureWithSingularEvaluationGenericLabelLabelString.ts	19
packages/dispatcher/src/label_structure/PredictionType.ts	33
packages/dispatcher/src/label_structure/Result.ts	282
packages/dispatcher/src/label_structure/Score.ts	21
packages/dispatcher/src/label_structure/ScoreEntity.ts	78
packages/dispatcher/src/label_structure/ScoreEntityUtterancePrediction.ts	91
packages/dispatcher/src/label_structure/ScoreIntent.ts	46
packages/dispatcher/src/label_structure/ScoreIntentUtterancePrediction.ts	57
packages/dispatcher/src/label_structure/ScoreLabel.ts	85
packages/dispatcher/src/label_structure/ScoreLabelUtterancePrediction.ts	97
packages/dispatcher/src/label_structure/Span.ts	47
packages/dispatcher/src/label_structure/StructNumberNumber.ts	8
packages/dispatcher/src/label_structure/StructTextLabelObjects.ts	9
packages/dispatcher/src/label_structure/StructTextLabelStrings.ts	8
packages/dispatcher/src/label_structure/StructTextNumber.ts	8
packages/dispatcher/src/label_structure/StructTextStringArray.ts	8
packages/dispatcher/src/label_structure/StructTextStringSet.ts	8
packages/dispatcher/src/label_structure/StructTextText.ts	8
packages/dispatcher/src/label_structure/StructValueCount.ts	8
packages/dispatcher/src/mathematics/confusion_matrix/BinaryConfusionMatrix.ts	1429
packages/dispatcher/src/mathematics/confusion_matrix/ConfusionMatrix.ts	94
packages/dispatcher/src/mathematics/confusion_matrix/ConfusionMatrixBase.ts	889
packages/dispatcher/src/mathematics/confusion_matrix/IConfusionMatrix.ts	43
packages/dispatcher/src/mathematics/confusion_matrix/IConfusionMatrixBaseMetrics.ts	7
packages/dispatcher/src/mathematics/confusion_matrix/IConfusionMatrixBaseMicroAverageMetrics.ts	7
packages/dispatcher/src/mathematics/confusion_matrix/IConfusionMatrixMeanDerivedMetrics.ts	8
packages/dispatcher/src/mathematics/confusion_matrix/IConfusionMatrixMeanDerivedWeightedMetrics.ts	8
packages/dispatcher/src/mathematics/confusion_matrix/IConfusionMatrixMeanMetrics.ts	12
packages/dispatcher/src/mathematics/confusion_matrix/IConfusionMatrixQuantileMetrics.ts	12
packages/dispatcher/src/mathematics/confusion_matrix/IConfusionMatrixSummationMetrics.ts	12
packages/dispatcher/src/mathematics/confusion_matrix/IConfusionMatrixagglomeratedMetricStructure.ts	22
packages/dispatcher/src/mathematics/confusion_matrix/ILabelObjectConfusionMatrix.ts	8
packages/dispatcher/src/mathematics/confusion_matrix/IMultiLabelConfusionMatrix.ts	19
packages/dispatcher/src/mathematics/confusion_matrix/IMultiLabelObjectConfusionMatrix.ts	13
packages/dispatcher/src/mathematics/confusion_matrix/IMultiLabelObjectConfusionMatrixEvaluationStructure.ts	10
packages/dispatcher/src/mathematics/confusion_matrix/IMultiLabelObjectConfusionMatrixExactEvaluationStructure.ts	8
packages/dispatcher/src/mathematics/confusion_matrix/IMultiLabelObjectConfusionMatrixSubsetEvaluationStructure.ts	8
packages/dispatcher/src/mathematics/confusion_matrix/IPerInstanceMultiLabelConfusionMatrix.ts	25
packages/dispatcher/src/mathematics/confusion_matrix/IPerInstanceMultiLabelObjectConfusionMatrix.ts	14
packages/dispatcher/src/mathematics/confusion_matrix/ISingleLabelConfusionMatrix.ts	12
packages/dispatcher/src/mathematics/confusion_matrix/ISingleLabelObjectConfusionMatrix.ts	10
packages/dispatcher/src/mathematics/confusion_matrix/LabelObjectConfusionMatrix.ts	37
packages/dispatcher/src/mathematics/confusion_matrix/LabelObjectConfusionMatrixBase.ts	26
packages/dispatcher/src/mathematics/confusion_matrix/MultiLabelConfusionMatrix.ts	71
packages/dispatcher/src/mathematics/confusion_matrix/MultiLabelConfusionMatrixBase.ts	69
packages/dispatcher/src/mathematics/confusion_matrix/MultiLabelConfusionMatrixExact.ts	51
packages/dispatcher/src/mathematics/confusion_matrix/MultiLabelConfusionMatrixSubset.ts	40
packages/dispatcher/src/mathematics/confusion_matrix/MultiLabelConfusionMatrixWithBinaryArrayBase.ts	20
packages/dispatcher/src/mathematics/confusion_matrix/MultiLabelConfusionMatrixWithBinaryBase.ts	40
packages/dispatcher/src/mathematics/confusion_matrix/MultiLabelObjectConfusionMatrix.ts	75
packages/dispatcher/src/mathematics/confusion_matrix/MultiLabelObjectConfusionMatrixBase.ts	61
packages/dispatcher/src/mathematics/confusion_matrix/MultiLabelObjectConfusionMatrixExact.ts	92
packages/dispatcher/src/mathematics/confusion_matrix/MultiLabelObjectConfusionMatrixSubset.ts	70
packages/dispatcher/src/mathematics/confusion_matrix/MultiLabelObjectConfusionMatrixWithBinaryArrayBase.ts	20
packages/dispatcher/src/mathematics/confusion_matrix/MultiLabelObjectConfusionMatrixWithBinaryBase.ts	40
packages/dispatcher/src/mathematics/confusion_matrix/PerInstanceMultiLabelConfusionMatrix.ts	46
packages/dispatcher/src/mathematics/confusion_matrix/PerInstanceMultiLabelConfusionMatrixBase.ts	97
packages/dispatcher/src/mathematics/confusion_matrix/PerInstanceMultiLabelConfusionMatrixWithBinaryArrayBase.ts	21
packages/dispatcher/src/mathematics/confusion_matrix/PerInstanceMultiLabelObjectConfusionMatrix.ts	71
packages/dispatcher/src/mathematics/confusion_matrix/PerInstanceMultiLabelObjectConfusionMatrixBase.ts	56
packages/dispatcher/src/mathematics/confusion_matrix/PerInstanceMultiLabelObjectConfusionMatrixWithBinaryArrayBase.ts	21
packages/dispatcher/src/mathematics/confusion_matrix/UtilityConfusionMatrix.ts	904
packages/dispatcher/src/mathematics/mathematics_helper/IMathematicsHelper.ts	996
packages/dispatcher/src/mathematics/mathematics_helper/MathematicsHelper.ts	3447
packages/dispatcher/src/mathematics/sampler/AbstractBaseBootstrapSampler.ts	16
packages/dispatcher/src/mathematics/sampler/AbstractBaseReservoirSampler.ts	14
packages/dispatcher/src/mathematics/sampler/AbstractBaseSampler.ts	30
packages/dispatcher/src/mathematics/sampler/BootstrapSampler.ts	74
packages/dispatcher/src/mathematics/sampler/BootstrapSamplerDistribution.ts	37
packages/dispatcher/src/mathematics/sampler/BootstrapSamplerKeyMap.ts	77
packages/dispatcher/src/mathematics/sampler/BootstrapSamplerKeyMapDistribution.ts	40
packages/dispatcher/src/mathematics/sampler/ComposerBootstrapSampler.ts	61
packages/dispatcher/src/mathematics/sampler/ComposerReservoirSampler.ts	24
packages/dispatcher/src/mathematics/sampler/ReservoirArraySampler.ts	76
packages/dispatcher/src/mathematics/sampler/ReservoirSampler.ts	119
packages/dispatcher/src/mathematics/sampler/ReservoirSamplerKeyMap.ts	127
packages/dispatcher/src/model/evaluation/abstract_base_evaluator/AbstractBaseDataProfileEvaluator.ts	14
packages/dispatcher/src/model/evaluation/abstract_base_evaluator/AbstractBaseEvaluator.ts	60
packages/dispatcher/src/model/evaluation/abstract_base_evaluator/AbstractBaseModelFeaturizerEvaluator.ts	120
packages/dispatcher/src/model/evaluation/cross_validation/CrossValidator.ts	644
packages/dispatcher/src/model/evaluation/predict/Predictor.ts	381
packages/dispatcher/src/model/evaluation/report/DataProfileReporter.ts	111
packages/dispatcher/src/model/evaluation/report/ModelMetaDataProfileReporter.ts	100
packages/dispatcher/src/model/evaluation/report/ThresholdReporter.ts	349
packages/dispatcher/src/model/language_understanding/featurizer/ISparseTextFeaturizer.ts	24
packages/dispatcher/src/model/language_understanding/featurizer/ITextFeaturizer.ts	16
packages/dispatcher/src/model/language_understanding/featurizer/NgramSubwordFeaturizer.ts	587
packages/dispatcher/src/model/supervised/classifier/auto_active_learning/AppAutoActiveLearner.ts	1017
packages/dispatcher/src/model/supervised/classifier/auto_active_learning/AutoActiveLearner.ts	239
packages/dispatcher/src/model/supervised/classifier/neural_network/learner/AppSoftmaxRegressionSparse.ts	119
packages/dispatcher/src/model/supervised/classifier/neural_network/learner/SoftmaxRegressionSparse.ts	287
packages/dispatcher/src/model/supervised/classifier/neural_network/learner/UtilityLearner.ts	198
packages/dispatcher/src/utility/AppListArrayUtility.ts	9
packages/dispatcher/src/utility/AppUtility.ts	139
packages/dispatcher/src/utility/CryptoUtility.ts	72
packages/dispatcher/src/utility/ListArrayUtility.ts	2428
packages/dispatcher/src/utility/Utility.ts	2886