Class

com.johnsnowlabs.ml.tensorflow

TensorflowGenericClassifier

Related Doc: package tensorflow

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class TensorflowGenericClassifier extends Serializable with Logging

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Logging, Serializable, Serializable, AnyRef, Any
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  1. TensorflowGenericClassifier
  2. Logging
  3. Serializable
  4. Serializable
  5. AnyRef
  6. Any
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Visibility
  1. Public
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Instance Constructors

  1. new TensorflowGenericClassifier(model: TensorflowWrapper, verboseLevel: nlp.annotators.ner.Verbose.Value = Verbose.All, outputLogsPath: Option[String] = None)

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Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0

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    Any
  5. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  6. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  7. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any
  8. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  9. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any
  10. def getLogName: String

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    Definition Classes
    Logging
  11. def getTFModel: TensorflowWrapper

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  12. def hashCode(): Int

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    Definition Classes
    AnyRef → Any
  13. def internalPredict(features: Array[Array[Float]], labels: Array[Array[Float]], configProtoBytes: Option[Array[Byte]] = None, classWeights: Array[Float]): (Float, Float)

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    Attributes
    protected
  14. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any
  15. def log(value: ⇒ String, minLevel: Level): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  16. def logMessage(message: String, uuid: String): Unit

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    Attributes
    protected
  17. val logger: Logger

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    Attributes
    protected
    Definition Classes
    Logging
  18. val model: TensorflowWrapper

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  19. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  20. final def notify(): Unit

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    Definition Classes
    AnyRef
  21. final def notifyAll(): Unit

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    Definition Classes
    AnyRef
  22. def outputLog(value: ⇒ String, uuid: String, shouldLog: Boolean, outputLogsPath: String): Unit

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    Attributes
    protected
    Definition Classes
    Logging
  23. val outputLogsPath: Option[String]

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  24. def predict(features: Array[Array[Float]], configProtoBytes: Option[Array[Byte]] = None): (Array[Long], Array[Float])

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  25. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
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  26. def toString(): String

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    Definition Classes
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  27. def train(features: Array[Array[Float]], labels: Array[Array[Float]], batchSize: Int, epochsNumber: Int, learningRate: Float = 0.001f, validationSplit: Float = 0.0f, classWeights: Array[Float], dropout: Float = 0.0f, configProtoBytes: Option[Array[Byte]] = None, uuid: String = Identifiable.randomUID("annotator")): Unit

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  28. val verboseLevel: nlp.annotators.ner.Verbose.Value

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    Definition Classes
    TensorflowGenericClassifier → Logging
  29. final def wait(): Unit

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    Annotations
    @throws( ... )
  30. final def wait(arg0: Long, arg1: Int): Unit

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    @throws( ... )
  31. final def wait(arg0: Long): Unit

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    @throws( ... )

Inherited from Logging

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

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