plugins

Type Members

1. trait Builtins extends ImplicitsSingleton with Layers with Weights with Logging with Operators with FloatTraining with FloatLiterals with FloatWeights with RawFloatLayers with FloatLayers with DoubleTraining with DoubleLiterals with DoubleWeights with RawDoubleLayers with DoubleLayers with INDArrayTraining with INDArrayLiterals with INDArrayWeights with RawINDArrayLayers with INDArrayLayers

   
   Author:

   杨博 (Yang Bo) <[email protected]>

2. trait DoubleLayers extends RawDoubleLayers

   
   Author:

   杨博 (Yang Bo) <[email protected]>

   Example:

   1. xxx

      import com.thoughtworks.feature.Factory
      import com.thoughtworks.deeplearning.plugins._
      val hyperparameters = Factory[DoubleTraining with DoubleLayers with DoubleLiterals with ImplicitsSingleton with Operators].newInstance()
      import hyperparameters.implicits._
      val network: hyperparameters.DoubleLayer = (- (6.1f - (- DoubleLayerOps(3.4f))))
      network.predict

3. trait DoubleLiterals extends AnyRef

   

4. trait DoubleTraining extends Training

   

   A DeepLearning.scala plugin that enable train method for neural networks whose loss is a scala.Double.

   A DeepLearning.scala plugin that enable train method for neural networks whose loss is a scala.Double.

   Author:

   杨博 (Yang Bo) <[email protected]>

5. trait DoubleWeights extends Weights

   
   Author:

   杨博 (Yang Bo) <[email protected]>

6. trait FloatLayers extends RawFloatLayers

   
   Author:

   杨博 (Yang Bo) <[email protected]>

   Example:

   1. xxx

      import com.thoughtworks.feature.Factory
      import com.thoughtworks.deeplearning.plugins._
      val hyperparameters = Factory[FloatTraining with FloatLayers with FloatLiterals with ImplicitsSingleton with Operators].newInstance()
      import hyperparameters.implicits._
      val network: hyperparameters.FloatLayer = (- (6.1f - (- FloatLayerOps(3.4f))))
      network.predict

7. trait FloatLiterals extends AnyRef

   

8. trait FloatTraining extends Training

   

   A DeepLearning.scala plugin that enable train method for neural networks whose loss is a scala.Float.

   A DeepLearning.scala plugin that enable train method for neural networks whose loss is a scala.Float.

   Author:

   杨博 (Yang Bo) <[email protected]>

9. trait FloatWeights extends Weights

   
   Author:

   杨博 (Yang Bo) <[email protected]>

10. trait INDArrayLayers extends RawINDArrayLayers

    
    Author:

    杨博 (Yang Bo) <[email protected]>

11. trait INDArrayLiterals extends AnyRef

    

12. trait INDArrayTraining extends Training

    

    A DeepLearning.scala plugin that enable train method for neural networks whose loss is a org.nd4j.linalg.api.ndarray.INDArray.

    A DeepLearning.scala plugin that enable train method for neural networks whose loss is a org.nd4j.linalg.api.ndarray.INDArray.

    Author:

    杨博 (Yang Bo) <[email protected]>

13. trait INDArrayWeights extends Weights with ImplicitsSingleton

    
    Author:

    杨博 (Yang Bo) <[email protected]>

14. trait ImplicitsSingleton extends AnyRef

    

15. trait Layers extends AnyRef

    

16. trait Logging extends Layers with Weights

    
    Author:

    杨博 (Yang Bo) <[email protected]>

17. trait Operators extends AnyRef

    

    A namespace of definitions of polymorphic operators.

    A namespace of definitions of polymorphic operators.

    Those functions are implemented in RawFloatLayers, RawDoubleLayers and RawINDArrayLayers.

    Author:

    杨博 (Yang Bo) <[email protected]>

18. trait RawDoubleLayers extends Layers

    
    Author:

    杨博 (Yang Bo) <[email protected]>

    Example:

    1. xxx

       import com.thoughtworks.feature.Factory
       import com.thoughtworks.deeplearning.plugins._
       val hyperparameters = Factory[DoubleLiterals with DoubleTraining with RawDoubleLayers with ImplicitsSingleton].newInstance()
       import hyperparameters.implicits._
       val network = (- (- (- DoubleLayerOps(3.4f))))
       network.predict

19. trait RawFloatLayers extends Layers

    
    Author:

    杨博 (Yang Bo) <[email protected]>

    Example:

    1. xxx

       import com.thoughtworks.feature.Factory
       import com.thoughtworks.deeplearning.plugins._
       val hyperparameters = Factory[FloatLiterals with FloatTraining with RawFloatLayers with ImplicitsSingleton].newInstance()
       import hyperparameters.implicits._
       val network = (- (- (- FloatLayerOps(3.4f))))
       network.predict

20. trait RawINDArrayLayers extends RawDoubleLayers with DoubleLiterals with ImplicitsSingleton

    
    Author:

    杨博 (Yang Bo) <[email protected]>

21. trait Training extends AnyRef

    

    A DeepLearning.scala plugin that enable methods defined in DeepLearning.Ops for neural networks.

    A DeepLearning.scala plugin that enable methods defined in DeepLearning.Ops for neural networks.

    Author:

    杨博 (Yang Bo) <[email protected]>

22. trait Weights extends AnyRef

    
    Author:

    杨博 (Yang Bo) <[email protected]>