Method List
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#<< DNN::Model
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#accurate DNN::Model
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#alpha DNN::Optimizers::RMSProp
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#alpha DNN::Activations::ELU
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#alpha DNN::Activations::LeakyReLU
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#backward DNN::Activations::IdentityMAE
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#backward DNN::Layers::Reshape
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#backward DNN::Layers::Layer
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#backward DNN::Activations::Sigmoid
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#backward DNN::Activations::IdentityMSE
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#backward DNN::Activations::SoftmaxWithLoss
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#backward DNN::Activations::SigmoidWithLoss
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#backward DNN::Activations::IdentityHuber
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#backward DNN::Activations::ELU
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#backward DNN::Layers::MaxPool2D
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#backward DNN::Layers::InputLayer
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#backward DNN::Activations::Swish
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#backward DNN::Activations::Softplus
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#backward DNN::Layers::Flatten
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#backward DNN::Layers::AvgPool2D
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#backward DNN::Activations::Tanh
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#backward DNN::Layers::Dropout
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#backward DNN::Model
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#backward DNN::Layers::UnPool2D
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#backward DNN::Layers::BatchNormalization
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#backward DNN::Activations::Softsign
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#backward DNN::Layers::Conv2D
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#backward DNN::Layers::Dense
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#backward DNN::Activations::LeakyReLU
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#backward DNN::Activations::ReLU
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#beta1 DNN::Optimizers::Adam
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#beta2 DNN::Optimizers::Adam
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#build DNN::Model
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#build DNN::Layers::UnPool2D
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#build DNN::Layers::BatchNormalization
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#build DNN::Layers::Conv2D
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#build DNN::Layers::HasParamLayer
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#build DNN::Layers::Layer
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#build DNN::Layers::Pool2D
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#built? DNN::Layers::Layer
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#compile DNN::Model
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#compiled? DNN::Model
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#copy DNN::Model
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#data DNN::LearningParam
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#dlasso DNN::Layers::Connection
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download DNN::MNIST
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downloads DNN::CIFAR10
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downloads DNN::MNIST
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#dridge DNN::Layers::Connection
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#dropout_ratio DNN::Layers::Dropout
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#filter_size DNN::Layers::Conv2D
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#forward DNN::Activations::Softsign
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#forward DNN::Model
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#forward DNN::Activations::LeakyReLU
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#forward DNN::Activations::Tanh
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#forward DNN::Layers::InputLayer
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#forward DNN::Activations::ReLU
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#forward DNN::Layers::Layer
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#forward DNN::Activations::Softplus
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#forward DNN::Activations::SoftmaxWithLoss
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#forward DNN::Layers::Conv2D
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#forward DNN::Layers::MaxPool2D
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#forward DNN::Layers::UnPool2D
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#forward DNN::Activations::IdentityMSE
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#forward DNN::Layers::Dropout
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#forward DNN::Activations::Swish
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#forward DNN::Activations::Sigmoid
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#forward DNN::Activations::IdentityHuber
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#forward DNN::Activations::SigmoidWithLoss
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#forward DNN::Layers::AvgPool2D
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#forward DNN::Layers::BatchNormalization
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#forward DNN::Layers::Dense
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#forward DNN::Activations::ELU
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#forward DNN::Layers::Flatten
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#forward DNN::Activations::IdentityMAE
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#forward DNN::Layers::Reshape
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#get_layer DNN::Model
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get_minibatch DNN::Util
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#get_prev_layer DNN::Model
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#grad DNN::LearningParam
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#init_param DNN::Initializers::RandomUniform
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#init_param DNN::Initializers::Initializer
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#init_param DNN::Initializers::He
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#init_param DNN::Initializers::RandomNormal
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#init_param DNN::Initializers::Xavier
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#init_param DNN::Initializers::Zeros
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#initialize DNN::Layers::Connection
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#initialize DNN::Layers::InputLayer
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#initialize DNN::Layers::HasParamLayer
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#initialize DNN::Layers::Layer
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#initialize DNN::Initializers::RandomNormal
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#initialize DNN::Optimizers::Optimizer
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#initialize DNN::Model
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#initialize DNN::Activations::LeakyReLU
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#initialize DNN::Optimizers::Nesterov
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#initialize DNN::Optimizers::AdaGrad
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#initialize DNN::Optimizers::Adam
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#initialize DNN::Activations::ELU
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#initialize DNN::Layers::BatchNormalization
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#initialize DNN::Initializers::RandomUniform
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#initialize DNN::Layers::Dropout
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#initialize DNN::Optimizers::AdaDelta
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#initialize DNN::Layers::UnPool2D
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#initialize DNN::Layers::Reshape
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#initialize DNN::Activations::SigmoidWithLoss
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#initialize DNN::Layers::Conv2D
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#initialize DNN::Optimizers::RMSProp
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#initialize DNN::Layers::Dense
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#initialize DNN::Layers::Pool2D
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#initialize DNN::Optimizers::SGD
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#l1_lambda DNN::Layers::Connection
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#l2_lambda DNN::Layers::Connection
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#lasso DNN::Layers::Connection
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#layers DNN::Model
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#learning_rate DNN::Optimizers::Optimizer
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load DNN::Model
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load_hash DNN::Layers::Conv2D
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load_hash DNN::Optimizers::SGD
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load_hash DNN::Layers::BatchNormalization
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load_hash DNN::Layers::Dropout
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load_hash DNN::Layers::Reshape
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load_hash DNN::Activations::ELU
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load_hash DNN::Optimizers::Adam
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load_hash DNN::Layers::InputLayer
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load_hash DNN::Initializers::RandomNormal
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load_hash DNN::Layers::Dense
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load_hash DNN::Optimizers::AdaGrad
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load_hash DNN::Optimizers::AdaDelta
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load_hash DNN::Util
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load_hash DNN::Optimizers::RMSProp
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load_hash DNN::Activations::LeakyReLU
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load_hash DNN::Optimizers::Nesterov
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load_hash DNN::Layers::UnPool2D
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load_hash DNN::Layers::AvgPool2D
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load_hash DNN::Layers::MaxPool2D
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load_hash DNN::Initializers::RandomUniform
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load_hash DNN::Layers::Pool2D
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load_images DNN::MNIST
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load_json DNN::Model
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#load_json_params DNN::Model
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load_labels DNN::MNIST
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load_test DNN::CIFAR10
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load_test DNN::MNIST
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load_train DNN::CIFAR10
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load_train DNN::MNIST
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#loss DNN::Activations::SoftmaxWithLoss
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#loss DNN::Activations::SigmoidWithLoss
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#loss DNN::Activations::IdentityHuber
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#loss DNN::Model
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#loss DNN::Activations::IdentityMAE
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#loss DNN::Activations::IdentityMSE
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#max DNN::Initializers::RandomUniform
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#mean DNN::Initializers::RandomNormal
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#min DNN::Initializers::RandomUniform
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mnist_dir DNN::MNIST
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#momentum DNN::Layers::BatchNormalization
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#momentum DNN::Optimizers::SGD
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#num_filters DNN::Layers::Conv2D
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#num_nodes DNN::Layers::Dense
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#optimizer DNN::Model
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#params DNN::Layers::HasParamLayer
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#params_to_json DNN::Model
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#pool_size DNN::Layers::Pool2D
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#predict DNN::Model
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#predict1 DNN::Model
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#prev_layer DNN::Layers::Layer
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read DNN::ImageIO
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#rho DNN::Optimizers::AdaDelta
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#ridge DNN::Layers::Connection
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#save DNN::Model
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#shape DNN::Layers::Conv2D
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#shape DNN::Layers::Flatten
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#shape DNN::Layers::Dense
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#shape DNN::Layers::Reshape
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#shape DNN::Layers::UnPool2D
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#shape DNN::Layers::Pool2D
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#shape DNN::Layers::InputLayer
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#shape DNN::Layers::Layer
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#std DNN::Initializers::RandomNormal
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#strides DNN::Layers::Pool2D
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#strides DNN::Layers::Conv2D
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to_categorical DNN::Util
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#to_hash DNN::Optimizers::Adam
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#to_hash DNN::Optimizers::AdaDelta
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#to_hash DNN::Initializers::Initializer
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#to_hash DNN::Optimizers::SGD
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#to_hash DNN::Activations::LeakyReLU
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#to_hash DNN::Initializers::RandomNormal
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#to_hash DNN::Layers::UnPool2D
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#to_hash DNN::Optimizers::Optimizer
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#to_hash DNN::Layers::Pool2D
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#to_hash DNN::Optimizers::RMSProp
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#to_hash DNN::Initializers::RandomUniform
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#to_hash DNN::Layers::BatchNormalization
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#to_hash DNN::Layers::Dropout
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#to_hash DNN::Layers::Reshape
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#to_hash DNN::Layers::Dense
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#to_hash DNN::Layers::Conv2D
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#to_hash DNN::Layers::InputLayer
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#to_hash DNN::Layers::Connection
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#to_hash DNN::Layers::Layer
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#to_hash DNN::Activations::ELU
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#to_json DNN::Model
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#train DNN::Model
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#train_on_batch DNN::Model
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#trainable DNN::Layers::HasParamLayer
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#trainable DNN::Model
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#training? DNN::Model
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#unpool_size DNN::Layers::UnPool2D
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#update DNN::Optimizers::Adam
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#update DNN::Optimizers::AdaDelta
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#update DNN::Optimizers::AdaGrad
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#update DNN::Optimizers::Nesterov
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#update DNN::Optimizers::SGD
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#update DNN::Optimizers::RMSProp
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#update DNN::Optimizers::Optimizer
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#update DNN::Layers::HasParamLayer
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#update DNN::Model
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url_to_file_name DNN::MNIST
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write DNN::ImageIO