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Section Navigation

  • Synthesizer
  • Data Connector
    • Base Class for DataConnector
    • CsvConnector
    • GeneratorConnector
    • Extension hookspec
    • DataConnectorManager
  • Data Models
    • metadata
    • combiner
    • relationship
    • inspectors
      • Base Class for Inspector
      • DiscreteInspector
      • NumericInspector
      • BoolInspector
      • DatetimeInspector
      • IDInspector
      • RegexInspector
      • EmailInspector
      • EnglishNameInspector
      • ChinaMainlandIDInspector
      • ChineseNameInspector
      • ChinaMainlandMobilePhoneInspector
      • ChinaMainlandPostCode
      • ChinaMainlandUnifiedSocialCreditCode
      • ChinaMainlandAddressInspector
      • Extension hookspec
      • InspectorManager
  • Data Loader
  • Cacher for DataLoader
    • Cacher
    • MemoryCache
    • DiskCache
    • Extension hookspec
    • CacherManager
  • Data Processor
    • Base Class for DataProcessor
    • Built-in DataProcessors
      • Datetime Formatter
      • Int Formatter
      • Discrete Transformer
      • Column Order Transformer
      • Nan Transformer
      • Numeric Transformer
      • Email Generator
    • Extension hookspec
    • DataProcessorManager
  • Models
    • Base Class for SynthesizerModel
    • ML Models
      • CTGAN
    • Statistics Models
    • Extension hookspec
    • ModelManager
  • Data Exporter
    • Base Class for DataExporter
    • CsvExporter
    • Extension hookspec
    • DataExporterManager
  • Manager
  • Exceptions
  • Utils
  • API Reference
  • Models
  • Built-in ML Models

Built-in ML Models#

Model for single table#

  • CTGAN
    • CTGANSynthesizerModel
    • Discriminator
    • Generator
    • Residual
    • register()

Model for multi table#

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SynthesizerModel

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CTGANSynthesizerModel
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  • Model for single table
  • Model for multi table
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