Synapseml
1.0.4
Class List
Here are the classes, structs, unions and interfaces with brief descriptions:
[detail level
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▼
N
Synapse
▼
N
ML
►
N
Automl
C
BestModel
BestModel
implements
BestModel
C
FindBestModel
FindBestModel
implements
FindBestModel
C
TuneHyperparameters
TuneHyperparameters
implements
TuneHyperparameters
C
TuneHyperparametersModel
TuneHyperparametersModel
implements
TuneHyperparametersModel
►
N
Causal
C
DiffInDiffEstimator
DiffInDiffEstimator
implements
DiffInDiffEstimator
C
DiffInDiffModel
DiffInDiffModel
implements
DiffInDiffModel
C
DoubleMLEstimator
DoubleMLEstimator
implements
DoubleMLEstimator
C
DoubleMLModel
DoubleMLModel
implements
DoubleMLModel
C
OrthoForestDMLEstimator
OrthoForestDMLEstimator
implements
OrthoForestDMLEstimator
C
OrthoForestDMLModel
OrthoForestDMLModel
implements
OrthoForestDMLModel
C
OrthoForestVariableTransformer
OrthoForestVariableTransformer
implements
OrthoForestVariableTransformer
C
ResidualTransformer
ResidualTransformer
implements
ResidualTransformer
C
SyntheticControlEstimator
SyntheticControlEstimator
implements
SyntheticControlEstimator
C
SyntheticDiffInDiffEstimator
SyntheticDiffInDiffEstimator
implements
SyntheticDiffInDiffEstimator
►
N
Explainers
C
ICETransformer
ICETransformer
implements
ICETransformer
C
ImageLIME
ImageLIME
implements
ImageLIME
C
ImageSHAP
ImageSHAP
implements
ImageSHAP
C
TabularLIME
TabularLIME
implements
TabularLIME
C
TabularSHAP
TabularSHAP
implements
TabularSHAP
C
TextLIME
TextLIME
implements
TextLIME
C
TextSHAP
TextSHAP
implements
TextSHAP
C
VectorLIME
VectorLIME
implements
VectorLIME
C
VectorSHAP
VectorSHAP
implements
VectorSHAP
►
N
Exploratory
C
AggregateBalanceMeasure
AggregateBalanceMeasure
implements
AggregateBalanceMeasure
C
DistributionBalanceMeasure
DistributionBalanceMeasure
implements
DistributionBalanceMeasure
C
FeatureBalanceMeasure
FeatureBalanceMeasure
implements
FeatureBalanceMeasure
►
N
Featurize
►
N
Text
C
MultiNGram
MultiNGram
implements
MultiNGram
C
PageSplitter
PageSplitter
implements
PageSplitter
C
TextFeaturizer
TextFeaturizer
implements
TextFeaturizer
C
CleanMissingData
CleanMissingData
implements
CleanMissingData
C
CleanMissingDataModel
CleanMissingDataModel
implements
CleanMissingDataModel
C
CountSelector
CountSelector
implements
CountSelector
C
CountSelectorModel
CountSelectorModel
implements
CountSelectorModel
C
DataConversion
DataConversion
implements
DataConversion
C
Featurize
Featurize
implements
Featurize
C
IndexToValue
IndexToValue
implements
IndexToValue
C
ValueIndexer
ValueIndexer
implements
ValueIndexer
C
ValueIndexerModel
ValueIndexerModel
implements
ValueIndexerModel
►
N
Image
C
SuperpixelTransformer
SuperpixelTransformer
implements
SuperpixelTransformer
C
UnrollBinaryImage
UnrollBinaryImage
implements
UnrollBinaryImage
C
UnrollImage
UnrollImage
implements
UnrollImage
►
N
Io
►
N
Http
C
CustomInputParser
CustomInputParser
implements
CustomInputParser
C
CustomOutputParser
CustomOutputParser
implements
CustomOutputParser
C
HTTPTransformer
HTTPTransformer
implements
HTTPTransformer
C
JSONInputParser
JSONInputParser
implements
JSONInputParser
C
JSONOutputParser
JSONOutputParser
implements
JSONOutputParser
C
SimpleHTTPTransformer
SimpleHTTPTransformer
implements
SimpleHTTPTransformer
C
StringOutputParser
StringOutputParser
implements
StringOutputParser
►
N
Isolationforest
C
IsolationForest
IsolationForest
implements
IsolationForest
C
IsolationForestModel
IsolationForestModel
implements
IsolationForestModel
►
N
Lightgbm
C
LightGBMClassificationModel
LightGBMClassificationModel
implements
LightGBMClassificationModel
C
LightGBMClassifier
LightGBMClassifier
implements
LightGBMClassifier
C
LightGBMRanker
LightGBMRanker
implements
LightGBMRanker
C
LightGBMRankerModel
LightGBMRankerModel
implements
LightGBMRankerModel
C
LightGBMRegressionModel
LightGBMRegressionModel
implements
LightGBMRegressionModel
C
LightGBMRegressor
LightGBMRegressor
implements
LightGBMRegressor
►
N
Nn
C
ConditionalKNN
ConditionalKNN
implements
ConditionalKNN
C
ConditionalKNNModel
ConditionalKNNModel
implements
ConditionalKNNModel
C
KNN
KNN
implements
KNN
C
KNNModel
KNNModel
implements
KNNModel
►
N
Onnx
C
ImageFeaturizer
ImageFeaturizer
implements
ImageFeaturizer
C
ONNXModel
ONNXModel
implements
ONNXModel
►
N
Opencv
C
ImageSetAugmenter
ImageSetAugmenter
implements
ImageSetAugmenter
C
ImageTransformer
ImageTransformer
implements
ImageTransformer
►
N
Recommendation
C
RankingAdapter
RankingAdapter
implements
RankingAdapter
C
RankingAdapterModel
RankingAdapterModel
implements
RankingAdapterModel
C
RankingEvaluator
RankingEvaluator
implements
RankingEvaluator
C
RankingTrainValidationSplit
RankingTrainValidationSplit
implements
RankingTrainValidationSplit
C
RankingTrainValidationSplitModel
RankingTrainValidationSplitModel
implements
RankingTrainValidationSplitModel
C
RecommendationIndexer
RecommendationIndexer
implements
RecommendationIndexer
C
RecommendationIndexerModel
RecommendationIndexerModel
implements
RecommendationIndexerModel
C
SAR
SAR
implements
SAR
C
SARModel
SARModel
implements
SARModel
►
N
Services
►
N
Anomaly
C
DetectAnomalies
DetectAnomalies
implements
DetectAnomalies
C
DetectLastAnomaly
DetectLastAnomaly
implements
DetectLastAnomaly
C
DetectLastMultivariateAnomaly
DetectLastMultivariateAnomaly
implements
DetectLastMultivariateAnomaly
C
SimpleDetectAnomalies
SimpleDetectAnomalies
implements
SimpleDetectAnomalies
C
SimpleDetectMultivariateAnomaly
SimpleDetectMultivariateAnomaly
implements
SimpleDetectMultivariateAnomaly
C
SimpleFitMultivariateAnomaly
SimpleFitMultivariateAnomaly
implements
SimpleFitMultivariateAnomaly
►
N
Bing
C
BingImageSearch
BingImageSearch
implements
BingImageSearch
►
N
Face
C
DetectFace
DetectFace
implements
DetectFace
C
FindSimilarFace
FindSimilarFace
implements
FindSimilarFace
C
GroupFaces
GroupFaces
implements
GroupFaces
C
IdentifyFaces
IdentifyFaces
implements
IdentifyFaces
C
VerifyFaces
VerifyFaces
implements
VerifyFaces
►
N
Form
C
AnalyzeBusinessCards
AnalyzeBusinessCards
implements
AnalyzeBusinessCards
C
AnalyzeCustomModel
AnalyzeCustomModel
implements
AnalyzeCustomModel
C
AnalyzeDocument
AnalyzeDocument
implements
AnalyzeDocument
C
AnalyzeIDDocuments
AnalyzeIDDocuments
implements
AnalyzeIDDocuments
C
AnalyzeInvoices
AnalyzeInvoices
implements
AnalyzeInvoices
C
AnalyzeLayout
AnalyzeLayout
implements
AnalyzeLayout
C
AnalyzeReceipts
AnalyzeReceipts
implements
AnalyzeReceipts
C
FormOntologyLearner
FormOntologyLearner
implements
FormOntologyLearner
C
FormOntologyTransformer
FormOntologyTransformer
implements
FormOntologyTransformer
C
GetCustomModel
GetCustomModel
implements
GetCustomModel
C
ListCustomModels
ListCustomModels
implements
ListCustomModels
►
N
Geospatial
C
AddressGeocoder
AddressGeocoder
implements
AddressGeocoder
C
CheckPointInPolygon
CheckPointInPolygon
implements
CheckPointInPolygon
C
ReverseAddressGeocoder
ReverseAddressGeocoder
implements
ReverseAddressGeocoder
►
N
Language
C
AnalyzeText
AnalyzeText
implements
AnalyzeText
►
N
Openai
C
OpenAIChatCompletion
OpenAIChatCompletion
implements
OpenAIChatCompletion
C
OpenAICompletion
OpenAICompletion
implements
OpenAICompletion
C
OpenAIEmbedding
OpenAIEmbedding
implements
OpenAIEmbedding
C
OpenAIPrompt
OpenAIPrompt
implements
OpenAIPrompt
►
N
Search
C
AddDocuments
AddDocuments
implements
AddDocuments
►
N
Speech
C
ConversationTranscription
ConversationTranscription
implements
ConversationTranscription
C
SpeakerEmotionInference
SpeakerEmotionInference
implements
SpeakerEmotionInference
C
SpeechToText
SpeechToText
implements
SpeechToText
C
SpeechToTextSDK
SpeechToTextSDK
implements
SpeechToTextSDK
C
TextToSpeech
TextToSpeech
implements
TextToSpeech
►
N
Text
C
AnalyzeHealthText
AnalyzeHealthText
implements
AnalyzeHealthText
C
EntityDetector
EntityDetector
implements
EntityDetector
C
KeyPhraseExtractor
KeyPhraseExtractor
implements
KeyPhraseExtractor
C
LanguageDetector
LanguageDetector
implements
LanguageDetector
C
NER
NER
implements
NER
C
PII
PII
implements
PII
C
TextAnalyze
TextAnalyze
implements
TextAnalyze
C
TextSentiment
TextSentiment
implements
TextSentiment
►
N
Translate
C
BreakSentence
BreakSentence
implements
BreakSentence
C
Detect
Detect
implements
Detect
C
DictionaryExamples
DictionaryExamples
implements
DictionaryExamples
C
DictionaryLookup
DictionaryLookup
implements
DictionaryLookup
C
DocumentTranslator
DocumentTranslator
implements
DocumentTranslator
C
Translate
Translate
implements
Translate
C
Transliterate
Transliterate
implements
Transliterate
►
N
Vision
C
AnalyzeImage
AnalyzeImage
implements
AnalyzeImage
C
DescribeImage
DescribeImage
implements
DescribeImage
C
GenerateThumbnails
GenerateThumbnails
implements
GenerateThumbnails
C
OCR
OCR
implements
OCR
C
ReadImage
ReadImage
implements
ReadImage
C
RecognizeDomainSpecificContent
RecognizeDomainSpecificContent
implements
RecognizeDomainSpecificContent
C
RecognizeText
RecognizeText
implements
RecognizeText
C
TagImage
TagImage
implements
TagImage
►
N
Stages
C
Cacher
Cacher
implements
Cacher
C
ClassBalancer
ClassBalancer
implements
ClassBalancer
C
ClassBalancerModel
ClassBalancerModel
implements
ClassBalancerModel
C
DropColumns
DropColumns
implements
DropColumns
C
DynamicMiniBatchTransformer
DynamicMiniBatchTransformer
implements
DynamicMiniBatchTransformer
C
EnsembleByKey
EnsembleByKey
implements
EnsembleByKey
C
Explode
Explode
implements
Explode
C
FixedMiniBatchTransformer
FixedMiniBatchTransformer
implements
FixedMiniBatchTransformer
C
FlattenBatch
FlattenBatch
implements
FlattenBatch
C
Lambda
Lambda
implements
Lambda
C
MultiColumnAdapter
MultiColumnAdapter
implements
MultiColumnAdapter
C
PartitionConsolidator
PartitionConsolidator
implements
PartitionConsolidator
C
RenameColumn
RenameColumn
implements
RenameColumn
C
Repartition
Repartition
implements
Repartition
C
SelectColumns
SelectColumns
implements
SelectColumns
C
StratifiedRepartition
StratifiedRepartition
implements
StratifiedRepartition
C
SummarizeData
SummarizeData
implements
SummarizeData
C
TextPreprocessor
TextPreprocessor
implements
TextPreprocessor
C
TimeIntervalMiniBatchTransformer
TimeIntervalMiniBatchTransformer
implements
TimeIntervalMiniBatchTransformer
C
Timer
Timer
implements
Timer
C
TimerModel
TimerModel
implements
TimerModel
C
UDFTransformer
UDFTransformer
implements
UDFTransformer
C
UnicodeNormalize
UnicodeNormalize
implements
UnicodeNormalize
►
N
Train
C
ComputeModelStatistics
ComputeModelStatistics
implements
ComputeModelStatistics
C
ComputePerInstanceStatistics
ComputePerInstanceStatistics
implements
ComputePerInstanceStatistics
C
TrainClassifier
TrainClassifier
implements
TrainClassifier
C
TrainedClassifierModel
TrainedClassifierModel
implements
TrainedClassifierModel
C
TrainedRegressorModel
TrainedRegressorModel
implements
TrainedRegressorModel
C
TrainRegressor
TrainRegressor
implements
TrainRegressor
►
N
Vw
C
VectorZipper
VectorZipper
implements
VectorZipper
C
VowpalWabbitClassificationModel
VowpalWabbitClassificationModel
implements
VowpalWabbitClassificationModel
C
VowpalWabbitClassifier
VowpalWabbitClassifier
implements
VowpalWabbitClassifier
C
VowpalWabbitContextualBandit
VowpalWabbitContextualBandit
implements
VowpalWabbitContextualBandit
C
VowpalWabbitContextualBanditModel
VowpalWabbitContextualBanditModel
implements
VowpalWabbitContextualBanditModel
C
VowpalWabbitCSETransformer
VowpalWabbitCSETransformer
implements
VowpalWabbitCSETransformer
C
VowpalWabbitDSJsonTransformer
VowpalWabbitDSJsonTransformer
implements
VowpalWabbitDSJsonTransformer
C
VowpalWabbitFeaturizer
VowpalWabbitFeaturizer
implements
VowpalWabbitFeaturizer
C
VowpalWabbitGeneric
VowpalWabbitGeneric
implements
VowpalWabbitGeneric
C
VowpalWabbitGenericModel
VowpalWabbitGenericModel
implements
VowpalWabbitGenericModel
C
VowpalWabbitGenericProgressive
VowpalWabbitGenericProgressive
implements
VowpalWabbitGenericProgressive
C
VowpalWabbitInteractions
VowpalWabbitInteractions
implements
VowpalWabbitInteractions
C
VowpalWabbitRegressionModel
VowpalWabbitRegressionModel
implements
VowpalWabbitRegressionModel
C
VowpalWabbitRegressor
VowpalWabbitRegressor
implements
VowpalWabbitRegressor
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