List of all items

Structs

• MetricPositionIter
• NeuralController
• NeuralEngine
• NeuralFeatures
• Plant
• SnapshotBase
• SurfaceModel
• SurfaceNetwork
• VNode
• VirtualMemoryAnalysis
• ctx::ActorContext
• ctx::context::ActorContext
• drivers::Plant
• engine::NeuralEngine
• engine::WolframUTM
• engine::neural::NeuralController
• engine::neural::NeuralEngine
• engine::neural::NeuralFeatures
• engine::wolfram::WolframUTM
• operators::Agent
• operators::Observer
• operators::OperatorKindIter
• operators::agent::Agent
• operators::observer::Observer
• surface::Dropout
• surface::HyperparametersIter
• surface::LayerBase
• surface::LecunNormal
• surface::ModelFeatures
• surface::ModelParamsBase
• surface::PadActionIter
• surface::Padding
• surface::ParamsBase
• surface::Point
• surface::PointKindIter
• surface::StandardModelConfig
• surface::SurfaceModel
• surface::SurfaceModelConfig
• surface::SurfaceNetwork
• surface::Trainer
• surface::TruncatedNormal
• surface::XavierNormal
• surface::XavierUniform
• surface::model::FftAttention
• surface::model::SurfaceModel
• surface::model::SurfaceModelConfig
• surface::model::attention::FftAttention
• surface::network::SurfaceNetwork
• surface::nn::Dropout
• surface::nn::HyperparametersIter
• surface::nn::LayerBase
• surface::nn::ModelFeatures
• surface::nn::ModelParamsBase
• surface::nn::StandardModelConfig
• surface::nn::Trainer
• surface::nn::layers::LayerBase
• surface::nn::layers::Linear
• surface::nn::layers::ReLU
• surface::nn::layers::Sigmoid
• surface::nn::layers::Tanh
• surface::nn::model::ModelFeatures
• surface::nn::model::ModelParamsBase
• surface::nn::model::StandardModelConfig
• surface::nn::model::Trainer
• surface::nn::model::config::StandardModelConfig
• surface::nn::model::layout::ModelFeatures
• surface::nn::model::model_params::ModelParamsBase
• surface::nn::model::trainer::Trainer
• surface::nn::prelude::Dropout
• surface::nn::prelude::HyperparametersIter
• surface::nn::prelude::LayerBase
• surface::nn::prelude::ModelFeatures
• surface::nn::prelude::ModelParamsBase
• surface::nn::prelude::StandardModelConfig
• surface::nn::prelude::Trainer
• surface::nn::types::Dropout
• surface::nn::types::HyperparametersIter
• surface::nn::types::dropout::Dropout
• surface::nn::types::hyperparameters::HyperparametersIter
• surface::ops::PadActionIter
• surface::ops::Padding
• surface::ops::pad::PadActionIter
• surface::ops::pad::Padding
• surface::params::ParamsBase
• surface::params::iter::Iter
• surface::params::params::ParamsBase
• surface::points::Point
• surface::points::point::Point
• surface::points::types::PointKindIter
• surface::points::types::kinds::PointKindIter
• surface::prelude::FftAttention
• surface::prelude::Point
• surface::prelude::PointKindIter
• surface::prelude::SurfaceModel
• surface::prelude::SurfaceModelConfig
• surface::prelude::SurfaceNetwork
• types::MetricPositionIter
• types::SnapshotBase
• types::VirtualMemoryAnalysis
• vnode::VNode

Enums

• ActorError
• MetricPosition
• error::ActorError
• operators::Operator
• operators::OperatorKind
• surface::Error
• surface::Hyperparameters
• surface::NeuralError
• surface::PadAction
• surface::PadError
• surface::PadMode
• surface::ParamsError
• surface::PointKind
• surface::SurfaceError
• surface::TrainingError
• surface::UtilityError
• surface::error::SurfaceError
• surface::nn::Hyperparameters
• surface::nn::NeuralError
• surface::nn::TrainingError
• surface::nn::error::NeuralError
• surface::nn::error::TrainingError
• surface::nn::prelude::Hyperparameters
• surface::nn::prelude::NeuralError
• surface::nn::prelude::TrainingError
• surface::nn::types::Hyperparameters
• surface::nn::types::hyperparameters::Hyperparameters
• surface::ops::PadAction
• surface::ops::PadError
• surface::ops::PadMode
• surface::ops::pad::PadAction
• surface::ops::pad::PadError
• surface::ops::pad::PadMode
• surface::params::ParamsError
• surface::params::error::ParamsError
• surface::points::PointKind
• surface::points::types::PointKind
• surface::points::types::kinds::PointKind
• surface::prelude::PointKind
• surface::prelude::SurfaceError
• surface::utils::UtilityError
• surface::utils::error::UtilityError
• surface::utils::prelude::UtilityError
• types::MetricPosition

Traits

• Actor
• ActorExt
• Alphabet
• ApplyGradient
• ApplyGradientExt
• ArrayLike
• Backward
• Biased
• Clip
• ClipMut
• Codex
• Decode
• DefaultLike
• DropOut
• Encode
• FillLike
• Forward
• Gradient
• Init
• InitInplace
• L1Norm
• L2Norm
• NdLike
• Norm
• Numerical
• OnesLike
• RawStore
• Scalar
• SeqStore
• Store
• Tensor
• Weighted
• ZerosLike
• apply::ApplyGradient
• apply::ApplyGradientExt
• clip::Clip
• clip::ClipMut
• codex::Codex
• codex::Decode
• codex::Encode
• drivers::Driver
• drivers::RawDriver
• drivers::TriadDriver
• engine::ComputationalEngine
• engine::Engine
• engine::RawEngine
• gradient::Gradient
• init::Init
• init::InitInplace
• like::ArrayLike
• like::DefaultLike
• like::FillLike
• like::NdLike
• like::OnesLike
• like::ZerosLike
• mask::DropOut
• norm::L1Norm
• norm::L2Norm
• norm::Norm
• propagation::Backward
• propagation::Forward
• scalar::Numerical
• scalar::Scalar
• surface::Activate
• surface::ActivateExt
• surface::ActivateGradient
• surface::ActivateMut
• surface::Affine
• surface::ApplyGradient
• surface::ApplyGradientExt
• surface::ArrayLike
• surface::Backward
• surface::Biased
• surface::Clip
• surface::ClipMut
• surface::Codex
• surface::CrossEntropy
• surface::Decode
• surface::DecrementAxis
• surface::DefaultLike
• surface::DropOut
• surface::Encode
• surface::FillLike
• surface::FloorDiv
• surface::Forward
• surface::Gradient
• surface::Heavyside
• surface::IncrementAxis
• surface::Init
• surface::InitInplace
• surface::Initialize
• surface::IntoAxis
• surface::Inverse
• surface::IsSquare
• surface::L1Norm
• surface::L2Norm
• surface::LinearActivation
• surface::MaskFill
• surface::Matmul
• surface::Matpow
• surface::MeanAbsoluteError
• surface::MeanSquaredError
• surface::Model
• surface::ModelExt
• surface::ModelLayout
• surface::NdActivateMut
• surface::NdLike
• surface::NetworkConfig
• surface::Norm
• surface::Numerical
• surface::OnesLike
• surface::Pad
• surface::PercentDiff
• surface::Predict
• surface::PredictWithConfidence
• surface::ReLU
• surface::Root
• surface::RoundTo
• surface::Scalar
• surface::Sigmoid
• surface::Softmax
• surface::SoftmaxAxis
• surface::SummaryStatistics
• surface::Tanh
• surface::Tensor
• surface::Train
• surface::TrainingConfiguration
• surface::Transpose
• surface::Unsqueeze
• surface::Weighted
• surface::ZerosLike
• surface::activate::Activate
• surface::activate::ActivateExt
• surface::activate::ActivateGradient
• surface::activate::ActivateMut
• surface::activate::Heavyside
• surface::activate::LinearActivation
• surface::activate::NdActivateMut
• surface::activate::ReLU
• surface::activate::Sigmoid
• surface::activate::Softmax
• surface::activate::SoftmaxAxis
• surface::activate::Tanh
• surface::nn::Layer
• surface::nn::Model
• surface::nn::ModelExt
• surface::nn::ModelLayout
• surface::nn::NetworkConfig
• surface::nn::Predict
• surface::nn::PredictWithConfidence
• surface::nn::Train
• surface::nn::TrainingConfiguration
• surface::nn::layers::Activate
• surface::nn::layers::ActivateGradient
• surface::nn::layers::Layer
• surface::nn::model::DeepNeuralNetwork
• surface::nn::model::Model
• surface::nn::model::ModelExt
• surface::nn::model::ModelLayout
• surface::nn::model::ModelTrainer
• surface::nn::model::layout::ModelLayout
• surface::nn::prelude::Model
• surface::nn::prelude::ModelExt
• surface::nn::prelude::ModelLayout
• surface::nn::prelude::NetworkConfig
• surface::nn::prelude::Predict
• surface::nn::prelude::PredictWithConfidence
• surface::nn::prelude::Train
• surface::nn::prelude::TrainingConfiguration
• surface::nn::traits::NetworkConfig
• surface::nn::traits::Predict
• surface::nn::traits::PredictWithConfidence
• surface::nn::traits::Train
• surface::nn::traits::TrainingConfiguration
• surface::nn::traits::config::NetworkConfig
• surface::nn::traits::config::TrainingConfiguration
• surface::nn::traits::predict::Predict
• surface::nn::traits::predict::PredictWithConfidence
• surface::nn::traits::train::Train
• surface::ops::Affine
• surface::ops::DecrementAxis
• surface::ops::IncrementAxis
• surface::ops::IntoAxis
• surface::ops::Inverse
• surface::ops::IsSquare
• surface::ops::MaskFill
• surface::ops::Matmul
• surface::ops::Matpow
• surface::ops::Pad
• surface::ops::Transpose
• surface::ops::Unsqueeze
• surface::ops::fill::IntoAxis
• surface::ops::fill::IsSquare
• surface::ops::fill::MaskFill
• surface::ops::pad::Pad
• surface::ops::reshape::DecrementAxis
• surface::ops::reshape::IncrementAxis
• surface::ops::reshape::Unsqueeze
• surface::ops::tensor::Affine
• surface::ops::tensor::Inverse
• surface::ops::tensor::Matmul
• surface::ops::tensor::Matpow
• surface::ops::tensor::Transpose
• surface::traits::ApplyGradient
• surface::traits::ApplyGradientExt
• surface::traits::ArrayLike
• surface::traits::Backward
• surface::traits::Biased
• surface::traits::Clip
• surface::traits::ClipMut
• surface::traits::Codex
• surface::traits::Decode
• surface::traits::DefaultLike
• surface::traits::DropOut
• surface::traits::Encode
• surface::traits::FillLike
• surface::traits::Forward
• surface::traits::Gradient
• surface::traits::Init
• surface::traits::InitInplace
• surface::traits::L1Norm
• surface::traits::L2Norm
• surface::traits::NdLike
• surface::traits::Norm
• surface::traits::Numerical
• surface::traits::OnesLike
• surface::traits::Scalar
• surface::traits::Tensor
• surface::traits::Weighted
• surface::traits::ZerosLike
• surface::traits::apply::ApplyGradient
• surface::traits::apply::ApplyGradientExt
• surface::traits::clip::Clip
• surface::traits::clip::ClipMut
• surface::traits::codex::Codex
• surface::traits::codex::Decode
• surface::traits::codex::Encode
• surface::traits::gradient::Gradient
• surface::traits::init::Init
• surface::traits::init::InitInplace
• surface::traits::like::ArrayLike
• surface::traits::like::DefaultLike
• surface::traits::like::FillLike
• surface::traits::like::NdLike
• surface::traits::like::OnesLike
• surface::traits::like::ZerosLike
• surface::traits::mask::DropOut
• surface::traits::norm::L1Norm
• surface::traits::norm::L2Norm
• surface::traits::norm::Norm
• surface::traits::propagation::Backward
• surface::traits::propagation::Forward
• surface::traits::scalar::Numerical
• surface::traits::scalar::Scalar
• surface::traits::tensor::Tensor
• surface::traits::wnb::Biased
• surface::traits::wnb::Weighted
• surface::utils::Abs
• surface::utils::Conjugate
• surface::utils::Cos
• surface::utils::Cosh
• surface::utils::Cubed
• surface::utils::Exp
• surface::utils::FloorDiv
• surface::utils::PercentDiff
• surface::utils::Root
• surface::utils::RoundTo
• surface::utils::Sine
• surface::utils::Sinh
• surface::utils::SquareRoot
• surface::utils::Squared
• surface::utils::Tan
• surface::utils::Tanh
• surface::utils::ops::Abs
• surface::utils::ops::Conjugate
• surface::utils::ops::Cos
• surface::utils::ops::Cosh
• surface::utils::ops::Cubed
• surface::utils::ops::Exp
• surface::utils::ops::Sine
• surface::utils::ops::Sinh
• surface::utils::ops::SquareRoot
• surface::utils::ops::Squared
• surface::utils::ops::Tan
• surface::utils::ops::Tanh
• surface::utils::ops::unary::Abs
• surface::utils::ops::unary::Conjugate
• surface::utils::ops::unary::Cos
• surface::utils::ops::unary::Cosh
• surface::utils::ops::unary::Cubed
• surface::utils::ops::unary::Exp
• surface::utils::ops::unary::Sine
• surface::utils::ops::unary::Sinh
• surface::utils::ops::unary::SquareRoot
• surface::utils::ops::unary::Squared
• surface::utils::ops::unary::Tan
• surface::utils::ops::unary::Tanh
• surface::utils::prelude::FloorDiv
• surface::utils::prelude::PercentDiff
• surface::utils::prelude::Root
• surface::utils::prelude::RoundTo
• surface::utils::prelude::SummaryStatistics
• surface::utils::stats::SummaryStatistics
• surface::utils::stats::summary::SummaryStatistics
• tensor::Tensor
• traits::Actor
• traits::ActorExt
• traits::Alphabet
• traits::RawStore
• traits::SeqStore
• traits::Store
• wnb::Biased
• wnb::Weighted

Macros

• surface::utils::toggle

Functions

• surface::calculate_pattern_similarity
• surface::clip_gradient
• surface::clip_inf_nan
• surface::concat_iter
• surface::extract_patterns
• surface::floor_div
• surface::genspace
• surface::heavyside
• surface::hstack
• surface::inverse
• surface::is_similar_pattern
• surface::layer_norm
• surface::layer_norm_axis
• surface::linarr
• surface::ops::pad
• surface::ops::pad::pad
• surface::ops::pad::pad_to
• surface::ops::pad_to
• surface::pad
• surface::pad_to
• surface::randc
• surface::relu
• surface::relu_derivative
• surface::round_to
• surface::sigmoid
• surface::sigmoid_derivative
• surface::softmax
• surface::softmax_axis
• surface::stack_iter
• surface::stdnorm
• surface::stdnorm_from_seed
• surface::tanh
• surface::tanh_derivative
• surface::tril
• surface::triu
• surface::uniform_from_seed
• surface::utils::calculate_pattern_similarity
• surface::utils::clip_gradient
• surface::utils::clip_inf_nan
• surface::utils::concat_iter
• surface::utils::extract_patterns
• surface::utils::floor_div
• surface::utils::genspace
• surface::utils::heavyside
• surface::utils::hstack
• surface::utils::inverse
• surface::utils::is_similar_pattern
• surface::utils::layer_norm
• surface::utils::layer_norm_axis
• surface::utils::linarr
• surface::utils::prelude::calculate_pattern_similarity
• surface::utils::prelude::clip_gradient
• surface::utils::prelude::clip_inf_nan
• surface::utils::prelude::concat_iter
• surface::utils::prelude::extract_patterns
• surface::utils::prelude::floor_div
• surface::utils::prelude::genspace
• surface::utils::prelude::heavyside
• surface::utils::prelude::hstack
• surface::utils::prelude::inverse
• surface::utils::prelude::is_similar_pattern
• surface::utils::prelude::layer_norm
• surface::utils::prelude::layer_norm_axis
• surface::utils::prelude::linarr
• surface::utils::prelude::relu
• surface::utils::prelude::relu_derivative
• surface::utils::prelude::round_to
• surface::utils::prelude::sigmoid
• surface::utils::prelude::sigmoid_derivative
• surface::utils::prelude::softmax
• surface::utils::prelude::softmax_axis
• surface::utils::prelude::stack_iter
• surface::utils::prelude::tanh
• surface::utils::prelude::tanh_derivative
• surface::utils::prelude::tril
• surface::utils::prelude::triu
• surface::utils::prelude::vstack
• surface::utils::relu
• surface::utils::relu_derivative
• surface::utils::round_to
• surface::utils::sigmoid
• surface::utils::sigmoid_derivative
• surface::utils::softmax
• surface::utils::softmax_axis
• surface::utils::stack_iter
• surface::utils::tanh
• surface::utils::tanh_derivative
• surface::utils::tril
• surface::utils::triu
• surface::utils::vstack
• surface::vstack

Type Aliases

• NeuralNode
• Rulespace
• Snapshot
• SnapshotRef
• StabilityPattern
• WolframNode
• drivers::NeuralPlant
• drivers::WolframPlant
• surface::LayerDyn
• surface::ModelParams
• surface::NeuralResult
• surface::PadResult
• surface::Params
• surface::ParamsView
• surface::ParamsViewMut
• surface::Result
• surface::SurfaceResult
• surface::UniformResult
• surface::error::SurfaceResult
• surface::nn::ModelParams
• surface::nn::NeuralResult
• surface::nn::error::NeuralResult
• surface::nn::model::ModelParams
• surface::nn::model::model_params::ModelParams
• surface::nn::prelude::LayerDyn
• surface::nn::prelude::ModelParams
• surface::nn::prelude::NeuralResult
• surface::ops::PadResult
• surface::ops::pad::PadResult
• surface::params::ArcParams
• surface::params::CowParams
• surface::params::Params
• surface::params::ParamsView
• surface::params::ParamsViewMut
• surface::params::RawMutParams
• surface::params::RawViewParams
• surface::params::iter::ItemMut
• surface::prelude::SurfaceResult
• types::Rulespace
• types::Snapshot
• types::SnapshotRef
• types::StabilityPattern
• vnode::NeuralNode
• vnode::WolframNode