Type Members

1.  trait Builtins extends ImplicitsSingleton with Layers with Weights with Logging with Operators with FloatTraining with FloatLiterals with FloatWeights with DoubleTraining with DoubleLiterals with DoubleWeights

   A plugin that enables all other DeepLearning.scala built-in plugins.

   A plugin that enables all other DeepLearning.scala built-in plugins.

   Author:

   杨博 (Yang Bo)

2.  trait DoubleLiterals extends AnyRef

   A plugin that enables scala.Double in neural networks.

3.  trait DoubleTraining extends Training

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

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

   Author:

   杨博 (Yang Bo)

4.  trait DoubleWeights extends Weights

   A plugin to create scala.Double weights.

   A plugin to create scala.Double weights.

   Author:

   杨博 (Yang Bo)

   Note

   Custom optimization algorithm for updating DoubleWeight can be implemented by creating a plugin that provides an overridden DoubleOptimizer that provides an overridden DoubleOptimizer.delta.

5.  trait FloatLiterals extends AnyRef

   A plugin that enables scala.Float in neural networks.

6.  trait FloatTraining extends Training

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

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

   Author:

   杨博 (Yang Bo)

7.  trait FloatWeights extends Weights

   A plugin to create scala.Float weights.

   A plugin to create scala.Float weights.

   Author:

   杨博 (Yang Bo)

   Note

   Custom optimization algorithm for updating FloatWeight can be implemented by creating a plugin that provides an overridden FloatOptimizer that provides an overridden FloatOptimizer.delta.

8.  trait ImplicitsSingleton extends AnyRef

   A plugin that creates the instance of implicits.

   A plugin that creates the instance of implicits.

   Any fields and methods in Implicits added by other plugins will be mixed-in and present in implicits.

9.  trait Layers extends AnyRef
10.  trait Logging extends Layers with Weights

    A plugin that logs uncaught exceptions raised from Layer and Weight.

    A plugin that logs uncaught exceptions raised from Layer and Weight.

    Author:

    杨博 (Yang Bo)

11.  trait Operators extends AnyRef

    A plugin that contains definitions of polymorphic functions and methods.

    A plugin that contains definitions of polymorphic functions and methods.

    The implementations of polymorphic functions and methods can be found in FloatLayers.Implicits, DoubleLayers.Implicits and INDArrayLayers.Implicits.

    Author:

    杨博 (Yang Bo)

    See also

    Shapeless's Documentations for the underlying mechanism of polymorphic functions.

12.  trait Training extends AnyRef

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

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

    Author:

    杨博 (Yang Bo)

13.  trait Weights extends AnyRef

    A plugin that enables Weight in neural networks.

    A plugin that enables Weight in neural networks.

    Author:

    杨博 (Yang Bo)