C# (CSharp) SodiumPlusIntegrationTests.Training.BackPropagation XOrSetUp.SetUpXOrTraining Examples

Example #1

File: SolvesXOrWithReluActivationFunction.cs Project: garrypas/SodiumPlus

        public void SetUp()
        {
            _trainingPatterns = new List <TrainingPattern>
            {
                new TrainingPattern(new [] { 0d, 0d }, new [] { 0d }),
                new TrainingPattern(new [] { 1d, 0d }, new [] { 1d }),
                new TrainingPattern(new [] { 0d, 1d }, new [] { 1d }),
                new TrainingPattern(new [] { 1d, 1d }, new [] { 0d }),
            };

            var inventoryAndChaining = new ErrorBackPropagationBuilder()
                                       .With.ANewLayerOfInputUnits(2)
                                       .ConnectedTo.ANewLayerOfHiddenUnits(3).With.UnitActivation <SigmoidUnitActivationTraining>()
                                       .ConnectedTo.ANewLayerOfOutputUnits(1).With.OutputUnitActivation <ReluUnitActivationTraining>();

            _errorBackPropagationTraining = XOrSetUp.SetUpXOrTraining(inventoryAndChaining, learningRate: 0.8d);
        }