C# (CSharp) ActivationLambda Examples

Example #1

File: LSTM.cs Project: zorkacsendes/NNSharp

 public LSTM(int units, int inputDim, ActivationLambda activation,
             ActivationLambda recurrentActivation)
 {
     this.units               = units;
     this.inputDim            = inputDim;
     this.activation          = activation;
     this.recurrentActivation = recurrentActivation;
 }

Example #2

File: SimpleRNNLayer.cs Project: zorkacsendes/NNSharp

        public SimpleRNNLayer(int units, int inputDim, ActivationLambda lambda)
        {
            this.units    = units;
            this.inputDim = inputDim;
            this.lambda   = lambda;

            prevOutput = new Data2D(1, 1, units, 1);
            h          = new Data2D(1, 1, units, 1);
        }

Example #3

File: GRULAyer.cs Project: zorkacsendes/NNSharp

        public GRULayer(int units, int inputDim, ActivationLambda activation,
                        ActivationLambda recurrentActivation)
        {
            this.units               = units;
            this.inputDim            = inputDim;
            this.activation          = activation;
            this.recurrentActivation = recurrentActivation;

            z  = new Data2D(1, 1, units, 1);
            r  = new Data2D(1, 1, units, 1);
            hh = new Data2D(1, 1, units, 1);
            h  = new Data2D(1, 1, units, 1);
        }

Example #4

File: LSTMLayer.cs Project: zorkacsendes/NNSharp

        public LSTMLayer(int units, int inputDim, ActivationLambda activation,
                         ActivationLambda recurrentActivation)
        {
            this.units               = units;
            this.inputDim            = inputDim;
            this.activation          = activation;
            this.recurrentActivation = recurrentActivation;

            h  = new Data2D(1, 1, units, 1);
            C  = new Data2D(1, 1, units, 1);
            ou = new Data2D(1, 1, units, 1);
            C0 = new Data2D(1, 1, units, 1);
            i  = new Data2D(1, 1, units, 1);
            f  = new Data2D(1, 1, units, 1);
        }

Example #5

File: SimpleRNN.cs Project: zorkacsendes/NNSharp

 public SimpleRNN(int units, int inputDim, ActivationLambda lambda)
 {
     this.units    = units;
     this.inputDim = inputDim;
     this.lambda   = lambda;
 }