List of all items

Structs

• math::loss::SquaredLoss
• models::convneuralnet::ConvLayer
• models::convneuralnet::ConvNeuralNet
• models::convneuralnet::FullLayer
• models::convneuralnet::PoolLayer
• models::neuralnet::NeuralNet
• models::perceptron::Perceptron
• training::dataset::DataSet
• training::learning_rate::AdaGrad
• training::learning_rate::FixedLR
• training::sgd::CNNGradient
• training::sgd::NNGradient
• training::sgd::SGDTrainer
• utility::mnist::mnist_utility::MNISTImage

Enums

• math::activation::ActivationFunctionIdentifier
• math::loss::LossFunctionIdentifier
• models::convneuralnet::Layer
• models::convneuralnet::PoolType

Traits

• math::loss::LossFunction
• training::dataset::DataItem
• training::learning_rate::GradientUpdateSchedule

Functions

• images::util::read_rgba_matrices
• images::util::write_rgba_matrices
• math::stats::centered
• math::stats::mean
• math::stats::plane_of_best_fit
• math::stats::predict
• math::svd::compressed_svd
• math::svd::svd
• math::svd::truncate
• utility::file_utility::bytes_to_floats
• utility::file_utility::bytes_to_u64s
• utility::file_utility::floats_to_bytes
• utility::file_utility::u64s_to_bytes
• utility::mnist::mnist_utility::load_mnist

Type Aliases

• math::activation::AFI
• math::loss::LFI
• models::convneuralnet::CNN
• models::neuralnet::NN