Package

com.lewuathe.dllib

layer

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package layer

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Type Members

  1. class AffineLayer extends Layer with ShapeValidator with Visualizable with UniBlobSupport

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    FullConnectedLayer is an intermediate layer used for updating all parameters between every units.

  2. class DenoisingAutoEncodeLayer extends PretrainLayer with ShapeValidator with Visualizable with UniBlobSupport

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  3. class FlattenLayer extends Layer with Visualizable

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    Convert multiple vector Blob into uni Blob.

  4. abstract class Layer extends Serializable

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    Layer is an abstraction of neural network layer.

    Layer is an abstraction of neural network layer. This class only retains the size of input and output not coefficient and intercept. Actual parameters are kept in Model class. The parameters can be accessed with id.

  5. abstract class PretrainLayer extends Layer with ShapeValidator with UniBlobSupport

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  6. class ReLULayer extends Layer with Visualizable with UniBlobSupport

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    Rectified linear unit layer

  7. trait ShapeValidator extends Layer

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  8. class SigmoidLayer extends Layer with Visualizable with UniBlobSupport

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    Sigmoid function layer

  9. class SoftmaxLayer extends Layer with Visualizable with UniBlobSupport

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    Sigmoid function layer

  10. class SoftplusLayer extends Layer with Visualizable with UniBlobSupport

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  11. trait UniBlobSupport extends AnyRef

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    Supports only uni blob (which is a Blob includes a Vector in the channel)

  12. trait Visualizable extends Layer

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