├── .gitignore ├── CSharpGAN.sln ├── CSharpGAN ├── CSharpGAN.csproj └── Program.cs ├── MNIST ├── MNIST.csproj └── MNISTHelper.cs ├── MNISTClassifier ├── MNISTClassifier.csproj └── Program.cs ├── MatrixLib.Tests ├── MatrixLib.Tests.csproj └── MatrixTests.cs ├── MatrixLib ├── Matrix.cs └── MatrixLib.csproj ├── NeuralNetwork ├── BatchEndEventArgs.cs ├── Costs │ ├── BinaryCrossEntropyCost.cs │ ├── Cost.cs │ └── MeanSquaredErrorCost.cs ├── EpochEndEventArgs.cs ├── Layers │ ├── Activations │ │ ├── Activation.cs │ │ ├── LeakyReLUActivation.cs │ │ ├── SigmoidActivation.cs │ │ └── TanHActivation.cs │ ├── DenseLayer.cs │ └── Layer.cs ├── Model.cs ├── NeuralNetwork.csproj └── Optimisers │ ├── AdamOptimiser.cs │ ├── Optimiser.cs │ └── SGDOptimiser.cs ├── README.txt ├── Utility ├── PseudoRandom │ ├── BasicPRNG.cs │ └── PRNG.cs ├── UI │ ├── ConsoleUI.cs │ └── ImageWriter.cs └── Utility.csproj └── example_after_5_epochs.png /.gitignore: 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