├── .gitignore ├── Backends ├── CNTK.CPU │ ├── CNTK (CPU).csproj │ ├── CNTKBackend.cs │ ├── CNTKFunction.cs │ ├── CNTKNameScope.cs │ ├── CNTKTensor.cs │ ├── app.config │ └── packages.config ├── CNTK.GPU │ ├── CNTK (GPU).csproj │ └── app.config └── TensorFlow │ ├── Properties │ └── AssemblyInfo.cs │ ├── TFFunction.cs │ ├── TensorFlow (CPU).csproj │ ├── TensorFlowBackend.cs │ ├── TensorFlowNameScope.cs │ ├── TensorFlowSharpEx.cs │ ├── TensorFlowTensor.cs │ ├── app.config │ └── packages.config ├── Docs ├── Logo │ ├── logo-small.pdf │ ├── logo-small.png │ ├── logo-small.pptx │ └── logo.pptx └── Wiki │ ├── cloning.png │ ├── learning.png │ ├── opening.png │ ├── rebuild.png │ ├── tuto1.png │ ├── tuto2.png │ ├── tuto3.png │ └── tuto4.png ├── Keras Sharp.sln ├── LICENSE ├── README.md ├── Samples ├── SampleApp (CPU) │ ├── Program.cs │ ├── Properties │ │ └── AssemblyInfo.cs │ └── SampleApp (CPU).csproj └── SampleApp (GPU) │ ├── Program.cs │ ├── Properties │ └── AssemblyInfo.cs │ ├── SampleApp (GPU).csproj │ └── data │ └── pima-indians-diabetes.data ├── Sources ├── AccordEx.cs ├── Activations │ ├── Base │ │ ├── ActivationFunctionBase.cs │ │ └── IActivationFunction.cs │ ├── ELU.cs │ ├── HardSigmoid.cs │ ├── ReLU.cs │ ├── SeLU.cs │ ├── Sigmoid.cs │ ├── SoftPlus.cs │ ├── SoftSign.cs │ ├── Softmax.cs │ └── TanH.cs ├── Backends │ ├── BackendBase.cs │ ├── Base │ │ └── IBackend.cs │ └── Current.cs ├── Callbacks │ ├── Base │ │ ├── Callback.cs │ │ └── CallbackList.cs │ └── History.cs ├── Constraints │ ├── Base │ │ └── IWeightConstraint.cs │ ├── MaxNorm.cs │ ├── MinMaxNorm.cs │ ├── NonNeg.cs │ └── UnitNorm.cs ├── DataType.cs ├── Engine │ ├── Topology │ │ ├── Container.cs │ │ ├── Input.cs │ │ ├── InputLayer.cs │ │ ├── InputSpec.cs │ │ ├── Layer.cs │ │ ├── NameScope.cs │ │ ├── Node.cs │ │ └── Tensor.cs │ └── Training │ │ ├── BaseLogger.cs │ │ ├── Enqueuer.cs │ │ ├── GeneratorEnqueuer.cs │ │ ├── IGenerator.cs │ │ ├── Model.cs │ │ ├── OrderedEnqueuer.cs │ │ ├── Progbar.cs │ │ ├── ProgbarLogger.cs │ │ └── Sequence.cs ├── Initializers │ ├── Base │ │ └── IWeightInitializer.cs │ ├── Constant.cs │ ├── GlorotUniform.cs │ ├── HeUniform.cs │ ├── Ones.cs │ ├── VarianceScaling.cs │ └── Zeros.cs ├── Keras Sharp.csproj ├── KerasSharp.licenseheader ├── Layers │ ├── Convolutional │ │ ├── Conv2D.cs │ │ ├── DataFormatType.cs │ │ └── PaddingType.cs │ ├── Core │ │ ├── Activation.cs │ │ ├── Dense.cs │ │ ├── Dropout.cs │ │ ├── Flatten.cs │ │ └── Merge.cs │ ├── Embeddings │ │ └── Embedding.cs │ ├── MaxPooling2D.cs │ └── Recurrent │ │ ├── GRU.cs │ │ └── LSTM.cs ├── Losses │ ├── Base │ │ └── ILoss.cs │ ├── BinaryCrossEntropy.cs │ ├── CategoricalCrossEntropy.cs │ ├── CategoricalHinge.cs │ ├── CosineProximity.cs │ ├── CustomLoss.cs │ ├── Hinge.cs │ ├── KullbackLeiberDivergence.cs │ ├── LogCosh.cs │ ├── MeanAbsoluteError.cs │ ├── MeanAbsolutePercentageError.cs │ ├── MeanSquareError.cs │ ├── MeanSquareLogarithmicError.cs │ ├── Poisson.cs │ ├── SparseCategoricalCrossEntropy.cs │ └── SquaredHinge.cs ├── Metrics │ ├── Accuracy.cs │ ├── Base │ │ └── IMetric.cs │ ├── BinaryAccuracy.cs │ ├── CategoricalAccuracy.cs │ ├── CustomMetric.cs │ ├── SparseCategoricalAccuracy.cs │ ├── SparseTopKCategoricalAccuracy.cs │ └── TopKCategoricalAccuracy.cs ├── Models │ ├── SampleWeightMode.cs │ └── Sequential.cs ├── Optimizers │ ├── Adadelta.cs │ ├── Adagrad.cs │ ├── Adam.cs │ ├── Adamax.cs │ ├── Base │ │ ├── IOptimizer.cs │ │ └── Optimizer.cs │ ├── Nadam.cs │ ├── RMSProp.cs │ └── SGD.cs ├── Properties │ └── AssemblyInfo.cs ├── Python.cs ├── README.txt ├── Regularizers │ ├── Base │ │ └── IWeightRegularizer.cs │ └── L1L2Regularizer.cs ├── Utils │ └── ConvUtils.cs └── app.config ├── Tests ├── AssertEx.cs ├── Backend │ ├── CNTK │ │ └── CNTKBackendTest.cs │ └── TensorFlow │ │ └── TensorFlowBackendTest.cs ├── DenseTest.cs ├── Learning │ └── SimpleLearning.cs ├── Properties │ └── AssemblyInfo.cs ├── SequentialTest.cs ├── Setup.cs ├── Unit Tests.csproj ├── app.config └── packages.config ├── 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