List of all items

Structs

• activation::ActivationLayer
• benchmarking::EpochEvaluation
• benchmarking::ModelEvaluation
• benchmarking::TrainingEvaluation
• dataset::Dataset
• dataset::Feature
• datatable::DataTable
• layer::dense_layer::DenseLayer
• layer::full_layer::FullLayer
• learning_rate::inverse_time_decay::InverseTimeDecay
• learning_rate::piecewise_constant::PiecewiseConstant
• linalg::ndarray_matrix::Matrix
• loss::Loss
• model::Model
• model::ModelBuilder
• model::conv_network_model::ConvNetworkModel
• model::conv_network_model::ConvNetworkModelBuilder
• model::full_dense_conv_layer_model::FullDenseConvLayerModel
• model::full_dense_conv_layer_model::FullDenseConvLayerModelBuilder
• model::full_dense_layer_model::FullDenseLayerModel
• model::full_dense_layer_model::FullDenseLayerModelBuilder
• model::full_direct_conv_layer_model::FullDirectConvLayerModel
• model::full_direct_conv_layer_model::FullDirectConvLayerModelBuilder
• model::network_model::NetworkModel
• model::network_model::NetworkModelBuilder
• monitor::TM
• network::Network
• network::params::NetworkParams
• optimizer::adam::Adam
• optimizer::momentum::Momentum
• optimizer::sgd::SGD
• preprocessing::Pipeline
• preprocessing::attach_ids::AttachIds
• preprocessing::extract_months::ExtractMonths
• preprocessing::extract_timestamps::ExtractTimestamps
• preprocessing::feature_cached::FeatureExtractorCached
• preprocessing::filter_outliers::FilterOutliers
• preprocessing::log_scale::LogScale10
• preprocessing::map::Map
• preprocessing::normalize::Normalize
• preprocessing::one_hot_encode::OneHotEncode
• preprocessing::sample::Sample
• preprocessing::square::Square
• trainers::kfolds::KFolds
• trainers::split::SplitTraining
• vision::conv_activation::ConvActivationLayer
• vision::conv_layer::avg_pooling_layer::AvgPoolingLayer
• vision::conv_layer::dense_conv_layer::DenseConvLayer
• vision::conv_layer::direct_conv_layer::DirectConvLayer
• vision::conv_layer::full_conv_layer::FullConvLayer
• vision::conv_network::ConvNetwork
• vision::conv_optimizer::adam::ConvAdam
• vision::conv_optimizer::momentum::ConvMomentum
• vision::conv_optimizer::sgd::ConvSGD
• vision::image::ndarray_image::Image

Enums

• activation::Activation
• activation::ActivationFnPrime
• dataset::FeatureTags
• initializers::Initializers
• layer::Layers
• learning_rate::LearningRateSchedule
• linalg::Backends
• loss::Losses
• model::conv_network_model::ConvNetworkLayerModels
• model::network_model::NetworkLayerModels
• optimizer::Optimizers
• preprocessing::CachedConfig
• preprocessing::map::MapOp
• preprocessing::map::MapSelector
• preprocessing::map::MapValue
• vision::conv_activation::ConvActivation
• vision::conv_initializers::ConvInitializers
• vision::conv_optimizer::ConvOptimizers

Traits

• layer::DropoutLayer
• layer::Layer
• layer::LearnableLayer
• layer::ParameterableLayer
• linalg::MatrixTrait
• network::NetworkLayer
• preprocessing::DataTransformation
• vision::conv_layer::ConvLayer
• vision::conv_network::ConvNetworkLayer
• vision::image::ImageTrait
• vision::image_layer::ImageLayer

Functions

• activation::linear::new
• activation::relu::new
• activation::sigmoid::new
• activation::softmax::new
• activation::tanh::new
• layer::defaults::default_biases_initializer
• layer::defaults::default_biases_optimizer
• layer::defaults::default_weights_initializer
• layer::defaults::default_weights_optimizer
• learning_rate::default_learning_rate
• loss::bce::bce_vec
• loss::bce::new
• loss::mse::mse_vec
• loss::mse::new
• optimizer::adam
• optimizer::momentum
• optimizer::sgd
• vec_utils::avg_vector
• vec_utils::denormalize_matrix
• vec_utils::denormalize_vector
• vec_utils::map_vector
• vec_utils::max_matrix
• vec_utils::max_vector
• vec_utils::median_vector
• vec_utils::min_matrix
• vec_utils::min_vector
• vec_utils::normalize_matrix
• vec_utils::normalize_vector
• vec_utils::quartiles_vector
• vec_utils::r2_score
• vec_utils::r2_score_matrix
• vec_utils::shuffle_column
• vec_utils::shuffle_vec
• vec_utils::std_vector
• vec_utils::vector_quartiles_iqr
• vec_utils::vector_sample
• vec_utils::vectors_correlation
• vision::conv_activation::linear::new
• vision::conv_activation::relu::new
• vision::conv_activation::sigmoid::new
• vision::conv_activation::tanh::new
• vision::conv_layer::defaults::default_biases_initializer
• vision::conv_layer::defaults::default_biases_optimizer
• vision::conv_layer::defaults::default_kernels_initializer
• vision::conv_layer::defaults::default_kernels_optimizer
• vision::conv_optimizer::conv_adam
• vision::conv_optimizer::conv_momentum
• vision::conv_optimizer::conv_sgd

Type Definitions

• activation::ActivationFn
• activation::GradDepActivationFn
• datatable::DataFrame
• datatable::Series
• linalg::Scalar
• loss::LossFn
• loss::LossPrimeFn
• trainers::kfolds::ReporterClosure
• trainers::split::ReporterClosure
• vision::conv_activation::ConvActivationFn
• vision::image::Image

Constants

• linalg::BACKEND