Class

com.johnsnowlabs.ml.tensorflow

TensorflowMultiClassifier

Related Doc: package tensorflow

Permalink

class TensorflowMultiClassifier extends Serializable with Logging

Linear Supertypes
Logging, Serializable, Serializable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. TensorflowMultiClassifier
  2. Logging
  3. Serializable
  4. Serializable
  5. AnyRef
  6. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new TensorflowMultiClassifier(tensorflow: TensorflowWrapper, encoder: ClassifierDatasetEncoder, verboseLevel: nlp.annotators.ner.Verbose.Value)

    Permalink

Value Members

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

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  5. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  6. val encoder: ClassifierDatasetEncoder

    Permalink

  7. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  8. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  9. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  10. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  11. def getLogName: String

    Permalink
    Definition Classes
    Logging

  12. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  13. def internalPredict(inputs: Array[Array[Array[Float]]], labels: Array[Array[Float]], configProtoBytes: Option[Array[Byte]] = None): Array[Float]

    Permalink

  14. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  16. val logger: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  17. def measure(labeled: Array[(Array[Array[Float]], Array[Float])], batchSize: Int = 100): Array[Float]

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  19. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  20. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  21. def outputLog(value: ⇒ String, uuid: String, shouldLog: Boolean, outputLogsPath: String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  22. def predict(docs: Seq[(Int, Seq[Annotation])], threshold: Float = 0.5f, configProtoBytes: Option[Array[Byte]] = None): Seq[Annotation]

    Permalink

  23. def reshapeInputFeatures(batch: Array[Array[Array[Float]]]): Array[Array[Array[Float]]]

    Permalink

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

    Permalink
    Definition Classes
    AnyRef

  25. val tensorflow: TensorflowWrapper

    Permalink

  26. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any

  27. def train(inputs: Array[Array[Array[Float]]], labels: Array[Array[String]], classNum: Int, lr: Float = 5e-3f, batchSize: Int = 64, startEpoch: Int = 0, endEpoch: Int = 10, configProtoBytes: Option[Array[Byte]] = None, validationSplit: Float = 0.0f, shuffleEpoch: Boolean = false, enableOutputLogs: Boolean = false, outputLogsPath: String, uuid: String = ...): Unit

    Permalink

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

    Permalink
    Definition Classes
    TensorflowMultiClassifier → Logging

  29. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Logging

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped