Class

org.deeplearning4j.scalnet.models

Model

Related Doc: package models

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abstract class Model extends AnyRef

Abstract base class for neural net architectures.

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  1. new Model()

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Abstract Value Members

  1. abstract def compile(lossFunction: LossFunction, optimizer: Optimizer): Unit

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    Compile neural net architecture.

    Compile neural net architecture. Call immediately before training.

    lossFunction

    loss function to use

    optimizer

    optimization algorithm to use

  2. abstract def fit(iter: DataSetIterator, nbEpoch: Int = 10, listeners: List[IterationListener]): Unit

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    Fit neural net to data.

    Fit neural net to data.

    iter

    iterator over data set

    nbEpoch

    number of epochs to train

    listeners

    callbacks for monitoring training

  3. abstract def predict(x: INDArray): INDArray

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    Use neural net to make prediction on input x

    Use neural net to make prediction on input x

    x

    input represented as INDArray

  4. abstract def toJson: String

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  5. abstract def toYaml: String

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  15. def predict(x: DataSet): INDArray

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    Use neural net to make prediction on input x.

    Use neural net to make prediction on input x.

    x

    input represented as DataSet

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

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