List of all items

Structs

• active_learning::CoreSetSelection
• active_learning::EntropySampling
• active_learning::ExpectedModelChange
• active_learning::MarginSampling
• active_learning::QueryByCommittee
• active_learning::RandomSampling
• active_learning::UncertaintySampling
• autograd::ComputationGraph
• autograd::Tensor
• autograd::TensorId
• automl::ActiveLearningSearch
• automl::AutoTuner
• automl::DESearch
• automl::EarlyStopping
• automl::GridSearch
• automl::LogScale
• automl::ProgressCallback
• automl::RandomSearch
• automl::SearchSpace
• automl::TPE
• automl::TPEConfig
• automl::TimeBudget
• automl::Trial
• automl::TrialResult
• automl::TuneResult
• bayesian::BayesianLinearRegression
• bayesian::BayesianLogisticRegression
• bayesian::BetaBinomial
• bayesian::DirichletMultinomial
• bayesian::GammaPoisson
• bayesian::NormalInverseGamma
• bench::EvalResult
• bench::EvalSuiteConfig
• bench::Example
• bench::ExampleResult
• bench::ModelComparison
• bench::ParetoPoint
• bench::Recommendation
• bench::pareto::ModelRecommendations
• bench::py2rs::LevelResult
• bench::py2rs::Py2RsScore
• bundle::BundleBuilder
• bundle::BundleConfig
• bundle::BundleFormat
• bundle::BundleManifest
• bundle::BundleReader
• bundle::BundleWriter
• bundle::MappedFile
• bundle::MappedRegion
• bundle::MemoryMappedFile
• bundle::ModelBundle
• bundle::ModelEntry
• bundle::ModelMetadata
• bundle::PagedBundle
• bundle::PagingConfig
• bundle::PagingStats
• cache::AccessStats
• cache::CacheConfig
• cache::CacheEntry
• cache::CacheMetadata
• cache::CacheStats
• cache::MemoryBudget
• cache::ModelInfo
• cache::ModelRegistry
• cache::ModelType
• calibration::IsotonicRegression
• calibration::PlattScaling
• calibration::TemperatureScaling
• chaos::ChaosConfig
• citl::CITL
• citl::CITLBuilder
• citl::CITLConfig
• citl::CargoProject
• citl::CodeReplacement
• citl::CompilationMetrics
• citl::CompilationTimeMetrics
• citl::CompileOptions
• citl::CompiledArtifact
• citl::CompilerDiagnostic
• citl::CompilerSuggestion
• citl::CompilerVersion
• citl::ContrastiveLoss
• citl::ConvergenceMetrics
• citl::DiagnosticLabel
• citl::ErrorCode
• citl::ErrorEmbedding
• citl::ErrorEncoder
• citl::ErrorFixPattern
• citl::ErrorFrequencyMetrics
• citl::FixAttemptMetrics
• citl::FixResult
• citl::FixTemplate
• citl::GNNErrorEncoder
• citl::MetricsSummary
• citl::MetricsTracker
• citl::NeuralEncoderConfig
• citl::NeuralErrorEncoder
• citl::PatternLibrary
• citl::PatternMatch
• citl::PatternUsageMetrics
• citl::ProgramFeedbackGraph
• citl::RustCompiler
• citl::SourceSpan
• citl::SuggestedFix
• citl::TrainingSample
• citl::TripletLoss
• citl::TypeInfo
• citl::Vocabulary
• classification::GaussianNB
• classification::KNearestNeighbors
• classification::LinearSVM
• classification::LogisticRegression
• cluster::AgglomerativeClustering
• cluster::DBSCAN
• cluster::GaussianMixture
• cluster::IsolationForest
• cluster::KMeans
• cluster::LocalOutlierFactor
• cluster::Merge
• cluster::SpectralClustering
• code::AstNode
• code::AstPath
• code::Code2VecEncoder
• code::CodeEmbedding
• code::CodeGraph
• code::CodeGraphEdge
• code::CodeGraphNode
• code::CodeMPNN
• code::CodeMPNNLayer
• code::PathContext
• code::PathExtractor
• code::Token
• data::ColumnStats
• data::DataFrame
• decomposition::ica::ICA
• embed::DataProvenance
• embed::EmbeddedTestData
• ensemble::MixtureOfExperts
• ensemble::MoeConfig
• ensemble::SoftmaxGating
• format::DistillationInfo
• format::DistillationParams
• format::Flags
• format::Header
• format::LayerMapping
• format::LicenseInfo
• format::Metadata
• format::ModelInfo
• format::SaveOptions
• format::TeacherProvenance
• format::TrainingInfo
• format::gguf::GgufHeader
• format::gguf::GgufTensor
• format::gguf::GgufTensorInfo
• format::model_card::ModelCard
• format::model_card::TrainingDataInfo
• glm::GLM
• gnn::EdgeConv
• gnn::GATConv
• gnn::GCNConv
• gnn::GINConv
• gnn::GraphSAGEConv
• graph::Edge
• graph::Graph
• index::BiEncoder
• index::ColBERT
• index::CrossEncoder
• index::HybridSearch
• index::hnsw::HNSWIndex
• inspect::DiffItem
• inspect::DiffResult
• inspect::HeaderFlags
• inspect::HeaderInspection
• inspect::InspectOptions
• inspect::InspectionError
• inspect::InspectionResult
• inspect::InspectionWarning
• inspect::LicenseInfo
• inspect::MetadataInspection
• inspect::TrainingInfo
• inspect::WeightDiff
• inspect::WeightStats
• interpret::CounterfactualExplainer
• interpret::CounterfactualResult
• interpret::FeatureContributions
• interpret::IntegratedGradients
• interpret::LIME
• interpret::LIMEExplanation
• interpret::PermutationImportance
• interpret::SaliencyMap
• interpret::ShapExplainer
• linear_model::ElasticNet
• linear_model::Lasso
• linear_model::LinearRegression
• linear_model::Ridge
• loading::BufferPool
• loading::LoadConfig
• loading::LoadResult
• loading::cipher::CipherCapabilities
• loading::wcet::HeaderInfo
• loading::wcet::PlatformSpecs
• loading::wcet::WcetBreakdown
• loading::wcet::WcetPercentages
• loss::CTCLoss
• loss::DiceLoss
• loss::FocalLoss
• loss::HingeLoss
• loss::HuberLoss
• loss::InfoNCELoss
• loss::MAELoss
• loss::MSELoss
• loss::TripletLoss
• loss::WassersteinLoss
• metaheuristics::AntColony
• metaheuristics::BinaryGA
• metaheuristics::CmaEs
• metaheuristics::ConvergenceTracker
• metaheuristics::DifferentialEvolution
• metaheuristics::FeatureSelectionResult
• metaheuristics::FeatureSelector
• metaheuristics::GeneticAlgorithm
• metaheuristics::HarmonySearch
• metaheuristics::HyperoptResult
• metaheuristics::HyperoptSearch
• metaheuristics::HyperparameterSet
• metaheuristics::IpopConfig
• metaheuristics::OptimizationResult
• metaheuristics::ParticleSwarm
• metaheuristics::SimulatedAnnealing
• metaheuristics::SwapMove
• metaheuristics::TabuSearch
• metaheuristics::benchmarks::BenchmarkInfo
• metaheuristics::nas::LayerConfig
• metaheuristics::nas::NasGenome
• metaheuristics::nas::NasSearchSpace
• metrics::drift::DriftConfig
• metrics::drift::DriftDetector
• metrics::drift::RetrainingTrigger
• metrics::drift::RollingDriftMonitor
• metrics::evaluator::ComparisonResult
• metrics::evaluator::ModelEvaluator
• metrics::evaluator::ModelResult
• metrics::ranking::RankingMetrics
• mining::Apriori
• mining::AssociationRule
• model_selection::CrossValidationResult
• model_selection::GridSearchResult
• model_selection::KFold
• model_selection::StratifiedKFold
• monte_carlo::engine::ConvergenceDiagnostics
• monte_carlo::engine::MonteCarloEngine
• monte_carlo::engine::MonteCarloRng
• monte_carlo::engine::PathMetadata
• monte_carlo::engine::Percentiles
• monte_carlo::engine::SimulationPath
• monte_carlo::engine::SimulationResult
• monte_carlo::engine::Statistics
• monte_carlo::engine::TimeHorizon
• monte_carlo::models::EmpiricalBootstrap
• monte_carlo::models::GeometricBrownianMotion
• monte_carlo::models::MertonJumpDiffusion
• monte_carlo::risk::CVaR
• monte_carlo::risk::DrawdownAnalysis
• monte_carlo::risk::DrawdownStatistics
• monte_carlo::risk::RiskReport
• monte_carlo::risk::VaR
• native::AlignedVec
• native::LayerData
• native::ModelExtra
• native::TreeData
• native::TruenoNativeModel
• nn::ALiBi
• nn::AlphaDropout
• nn::AvgPool2d
• nn::BatchNorm1d
• nn::Bidirectional
• nn::Conv1d
• nn::Conv2d
• nn::DropBlock
• nn::DropConnect
• nn::Dropout
• nn::Dropout2d
• nn::Flatten
• nn::GELU
• nn::GRU
• nn::GlobalAvgPool2d
• nn::GroupNorm
• nn::GroupedQueryAttention
• nn::InstanceNorm
• nn::LSTM
• nn::LayerNorm
• nn::LeakyReLU
• nn::Linear
• nn::LinearAttention
• nn::MaxPool1d
• nn::MaxPool2d
• nn::ModuleDict
• nn::ModuleList
• nn::MultiHeadAttention
• nn::PositionalEncoding
• nn::RMSNorm
• nn::ReLU
• nn::RotaryPositionEmbedding
• nn::Sequential
• nn::Sigmoid
• nn::Softmax
• nn::Tanh
• nn::TransformerDecoderLayer
• nn::TransformerEncoderLayer
• nn::generation::BeamHypothesis
• nn::generation::BeamSearch
• nn::generation::GenerationConfig
• nn::generation::GreedyDecoder
• nn::generation::NucleusSampler
• nn::generation::TeacherForcing
• nn::generation::TopKSampler
• nn::gnn::AdjacencyMatrix
• nn::gnn::GATConv
• nn::gnn::GCNConv
• nn::gnn::SAGEConv
• nn::loss::BCEWithLogitsLoss
• nn::loss::CrossEntropyLoss
• nn::loss::L1Loss
• nn::loss::MSELoss
• nn::loss::NLLLoss
• nn::loss::SmoothL1Loss
• nn::optim::Adam
• nn::optim::AdamW
• nn::optim::RMSprop
• nn::optim::SGD
• nn::quantization::DynamicQuantizer
• nn::quantization::FakeQuantConfig
• nn::quantization::FakeQuantize
• nn::quantization::MixedPrecision
• nn::quantization::QuantObserver
• nn::quantization::QuantizedLinear
• nn::scheduler::CosineAnnealingLR
• nn::scheduler::ExponentialLR
• nn::scheduler::LinearWarmup
• nn::scheduler::ReduceLROnPlateau
• nn::scheduler::StepLR
• nn::scheduler::WarmupCosineScheduler
• nn::self_supervised::BYOL
• nn::self_supervised::ContrastiveTask
• nn::self_supervised::JigsawPuzzle
• nn::self_supervised::MaskedPrediction
• nn::self_supervised::MoCo
• nn::self_supervised::RotationPrediction
• nn::self_supervised::SimCLR
• nn::self_supervised::SimCSE
• nn::vae::ConditionalVAE
• nn::vae::VAE
• nn::vae::VAEOutput
• online::OnlineLearnerConfig
• online::OnlineLinearRegression
• online::OnlineLogisticRegression
• online::corpus::CorpusBuffer
• online::corpus::CorpusBufferConfig
• online::corpus::CorpusMerger
• online::corpus::CorpusProvenance
• online::corpus::CorpusSource
• online::corpus::Sample
• online::curriculum::CurriculumTrainer
• online::curriculum::ExponentialCurriculum
• online::curriculum::FeatureNormScorer
• online::curriculum::LinearCurriculum
• online::curriculum::LossDifficultyScorer
• online::curriculum::ScoredSample
• online::curriculum::SelfPacedCurriculum
• online::distillation::DistillationConfig
• online::distillation::DistillationLoss
• online::distillation::DistillationResult
• online::distillation::LinearDistiller
• online::distillation::SoftTargetGenerator
• online::drift::ADWIN
• online::drift::DDM
• online::drift::DriftDetectorFactory
• online::drift::DriftStats
• online::drift::PageHinkley
• online::orchestrator::OrchestratorBuilder
• online::orchestrator::OrchestratorStats
• online::orchestrator::RetrainConfig
• online::orchestrator::RetrainOrchestrator
• optim::ADMM
• optim::Adam
• optim::AugmentedLagrangian
• optim::BacktrackingLineSearch
• optim::ConjugateGradient
• optim::CoordinateDescent
• optim::DampedNewton
• optim::FISTA
• optim::InteriorPoint
• optim::LBFGS
• optim::OptimizationResult
• optim::ProjectedGradientDescent
• optim::SGD
• optim::WolfeLineSearch
• preprocessing::MinMaxScaler
• preprocessing::PCA
• preprocessing::StandardScaler
• preprocessing::TSNE
• primitives::Matrix
• primitives::Vector
• qa::CategoryScore
• qa::QaChecklist
• qa::QaIssue
• qa::QaReport
• qa::TestResult
• qa::adversarial::AdversarialConfig
• qa::adversarial::AttackResult
• qa::adversarial::FgsmAttack
• qa::adversarial::GaussianNoiseAttack
• qa::adversarial::PgdAttack
• qa::fairness::FairnessConfig
• qa::fairness::FairnessMetrics
• qa::fairness::GroupMetrics
• qa::robustness::EdgeCaseConfig
• qa::robustness::EdgeCaseResult
• recommend::content_based::ContentRecommender
• regularization::CutMix
• regularization::CutMixParams
• regularization::LabelSmoothing
• regularization::Mixup
• regularization::RDrop
• regularization::RandAugment
• regularization::SpecAugment
• regularization::StochasticDepth
• scoring::CriticalIssue
• scoring::DimensionScore
• scoring::DimensionScores
• scoring::ModelFlags
• scoring::ModelMetadata
• scoring::QualityScore
• scoring::ScoreBreakdown
• scoring::ScoringConfig
• scoring::TrainingInfo
• serialization::apr::AprReader
• serialization::apr::AprTensorDescriptor
• serialization::apr::AprWriter
• serialization::safetensors::TensorMetadata
• stack::ComponentHealth
• stack::FormatCompatibility
• stack::InferenceConfig
• stack::ModelVersion
• stack::StackHealth
• stats::DescriptiveStats
• stats::FiveNumberSummary
• stats::Histogram
• stats::hypothesis::AnovaResult
• stats::hypothesis::ChiSquareResult
• stats::hypothesis::TTestResult
• synthetic::DiversityMonitor
• synthetic::DiversityScore
• synthetic::QualityDegradationDetector
• synthetic::SyntheticConfig
• synthetic::SyntheticStream
• synthetic::SyntheticValidator
• synthetic::andon::AndonConfig
• synthetic::andon::DefaultAndon
• synthetic::andon::TestAndon
• synthetic::cache::CacheStats
• synthetic::cache::SyntheticCache
• synthetic::code_eda::CodeEda
• synthetic::code_eda::CodeEdaConfig
• synthetic::code_eda::VariableSynonyms
• synthetic::code_features::CodeFeatureExtractor
• synthetic::code_features::CommitDiff
• synthetic::code_features::CommitFeatures
• synthetic::code_features::FeatureStats
• synthetic::eda::EdaConfig
• synthetic::eda::EdaGenerator
• synthetic::eda::SynonymDict
• synthetic::mixup::MixUpConfig
• synthetic::mixup::MixUpGenerator
• synthetic::shell::ShellGeneratorConfig
• synthetic::shell::ShellGrammar
• synthetic::shell::ShellSample
• synthetic::shell::ShellSyntheticGenerator
• synthetic::template::Template
• synthetic::template::TemplateConfig
• synthetic::template::TemplateGenerator
• synthetic::weak_supervision::KeywordLF
• synthetic::weak_supervision::LabeledSample
• synthetic::weak_supervision::LengthLF
• synthetic::weak_supervision::PatternLF
• synthetic::weak_supervision::WeakSupervisionConfig
• synthetic::weak_supervision::WeakSupervisionGenerator
• text::entities::Entities
• text::entities::EntityExtractor
• text::incremental_idf::IncrementalIDF
• text::sentiment::SentimentAnalyzer
• text::stem::PorterStemmer
• text::stopwords::StopWordsFilter
• text::summarize::TextSummarizer
• text::tokenize::BpeTokenizer
• text::tokenize::CharTokenizer
• text::tokenize::SentenceTokenizer
• text::tokenize::SpecialTokens
• text::tokenize::UnigramTokenizer
• text::tokenize::WhitespaceTokenizer
• text::tokenize::WordPieceTokenizer
• text::tokenize::WordTokenizer
• text::topic::LatentDirichletAllocation
• text::vectorize::CountVectorizer
• text::vectorize::HashingVectorizer
• text::vectorize::TfidfVectorizer
• time_series::ARIMA
• transfer::AttentionTransfer
• transfer::DomainAdapter
• transfer::FeatureDistillation
• transfer::KnowledgeDistillation
• transfer::LoRAAdapter
• transfer::LoRAConfig
• transfer::MatchingNetwork
• transfer::MultiTaskHead
• transfer::OnlineDistillation
• transfer::ProgressiveDistillation
• transfer::PrototypicalNetwork
• transfer::SelfDistillation
• transfer::TransferableEncoder
• tree::DecisionTreeClassifier
• tree::DecisionTreeRegressor
• tree::GradientBoostingClassifier
• tree::Leaf
• tree::Node
• tree::RandomForestClassifier
• tree::RandomForestRegressor
• tree::RegressionLeaf
• tree::RegressionNode
• weak_supervision::ConfidentLearning
• weak_supervision::LabelModel
• zoo::AuthorInfo
• zoo::ModelZooEntry
• zoo::ModelZooIndex
• zoo::ZooStats

Enums

• automl::HyperParam
• automl::ParamValue
• automl::params::DecisionTreeParam
• automl::params::GradientBoostingParam
• automl::params::KMeansParam
• automl::params::KNNParam
• automl::params::LinearParam
• automl::params::RandomForestParam
• bench::Difficulty
• bench::ExampleStatus
• bench::py2rs::Py2RsLevel
• cache::CacheData
• cache::CacheTier
• cache::EvictionPolicy
• chaos::ChaosError
• citl::CITLError
• citl::CompilationMode
• citl::CompilationResult
• citl::DiagnosticSeverity
• citl::Difficulty
• citl::EdgeType
• citl::ErrorCategory
• citl::Language
• citl::NodeType
• citl::RustEdition
• citl::SuggestionApplicability
• citl::TripletDistance
• classification::DistanceMetric
• cluster::Affinity
• cluster::CovarianceType
• cluster::Linkage
• code::AstNodeType
• code::CodeEdgeType
• code::TokenType
• embed::DataCompression
• embed::EmbedError
• embed::tiny::TinyModelError
• embed::tiny::TinyModelRepr
• error::AprenderError
• format::Compression
• format::DistillMethod
• format::LicenseTier
• format::ModelType
• format::gguf::GgmlType
• format::gguf::GgufValue
• format::gguf::GgufValueType
• glm::Family
• glm::Link
• gnn::SAGEAggregation
• index::SimilarityMetric
• inspect::WeightHealth
• loading::Backend
• loading::LoadingMode
• loading::VerificationLevel
• loading::cipher::CipherSuite
• loading::wcet::SafetyError
• metaheuristics::AdaptationStrategy
• metaheuristics::Budget
• metaheuristics::DEStrategy
• metaheuristics::Hyperparameter
• metaheuristics::SearchAlgorithm
• metaheuristics::SearchSpace
• metaheuristics::SelectionCriterion
• metaheuristics::TerminationReason
• metaheuristics::nas::LayerType
• metaheuristics::nas::NasMutation
• metrics::classification::Average
• metrics::drift::DriftStatus
• metrics::evaluator::TaskType
• monte_carlo::engine::Budget
• monte_carlo::engine::TimeStep
• monte_carlo::engine::VarianceReduction
• monte_carlo::error::MonteCarloError
• native::LayerType
• native::NativeModelError
• nn::generation::TeacherForcingSchedule
• nn::gnn::SAGEAggregation
• nn::loss::Reduction
• nn::quantization::ObserverMethod
• nn::scheduler::PlateauMode
• online::LearningRateDecay
• online::corpus::EvictionPolicy
• online::corpus::SampleSource
• online::drift::DriftStatus
• online::orchestrator::ObserveResult
• optim::CGBetaFormula
• optim::ConvergenceStatus
• qa::JidokaStop
• qa::QaCategory
• qa::Severity
• qa::fairness::FairnessDomain
• qa::robustness::EdgeCaseBehavior
• regularization::AugmentationType
• regularization::DropMode
• scoring::Finding
• scoring::Grade
• scoring::ScoredModelType
• scoring::Severity
• stack::DerivationType
• stack::HealthStatus
• stack::ModelStage
• stack::QuantizationType
• stack::StackComponent
• stats::BinMethod
• synthetic::GenerationStrategy
• synthetic::SyntheticParam
• synthetic::ValidationResult
• synthetic::andon::AndonEvent
• synthetic::andon::AndonSeverity
• synthetic::code_eda::CodeLanguage
• synthetic::weak_supervision::AggregationStrategy
• synthetic::weak_supervision::LabelVote
• text::sentiment::Polarity
• text::summarize::SummarizationMethod
• transfer::DistanceMetric
• transfer::FeatureLossType
• tree::RegressionTreeNode
• tree::TreeNode
• weak_supervision::LFOutput
• zoo::ModelCategory
• zoo::ModelZooType

Traits

• active_learning::QueryStrategy
• autograd::GradFn
• automl::Callback
• automl::SearchStrategy
• automl::params::ParamKey
• bench::EvalTask
• citl::CompilerInterface
• ensemble::GatingNetwork
• gnn::GNNModule
• interpret::Explainer
• loss::Loss
• metaheuristics::ConstructiveMetaheuristic
• metaheuristics::NeighborhoodSearch
• metaheuristics::PerturbativeMetaheuristic
• monte_carlo::engine::SimulationModel
• nn::Module
• nn::gnn::MessagePassing
• nn::optim::Optimizer
• nn::scheduler::LRScheduler
• online::OnlineLearner
• online::PassiveAggressive
• online::curriculum::CurriculumScheduler
• online::curriculum::DifficultyScorer
• online::drift::DriftDetector
• optim::LineSearch
• optim::Optimizer
• synthetic::SyntheticCallback
• synthetic::SyntheticGenerator
• synthetic::andon::AndonHandler
• synthetic::mixup::Embeddable
• synthetic::weak_supervision::LabelingFunction
• text::Tokenizer
• text::stem::Stemmer
• traits::Estimator
• traits::Transformer
• traits::UnsupervisedEstimator
• transfer::TransferEncoder

Functions

• autograd::clear_grad
• autograd::clear_graph
• autograd::get_grad
• autograd::is_grad_enabled
• autograd::no_grad
• bench::pareto::compute_hypervolume
• bench::pareto::compute_pareto_frontier
• bench::pareto::find_knee_point
• bench::pareto::generate_recommendations
• bench::py2rs::compare_models
• bench::py2rs::format_comparison_table
• bench::py2rs::generate_canonical_examples
• bench::py2rs::run_benchmark
• calibration::brier_score
• calibration::expected_calibration_error
• calibration::maximum_calibration_error
• calibration::reliability_diagram
• citl::rust_error_codes
• code::pooling::max_pool
• code::pooling::mean_pool
• code::pooling::sum_pool
• format::gguf::export_tensors_to_gguf
• format::gguf::padding_for_alignment
• format::gguf::write_metadata_kv
• format::inspect
• format::inspect_bytes
• format::load
• format::load_auto
• format::load_from_bytes
• format::load_mmap
• format::save
• gnn::global_max_pool
• gnn::global_mean_pool
• gnn::global_sum_pool
• index::default_cross_encoder
• loading::wcet::assert_memory_budget
• loading::wcet::assert_time_budget
• loading::wcet::calculate_wcet
• loading::wcet::calculate_wcet_breakdown
• loading::wcet::estimate_max_size_for_budget
• loading::wcet::min_ring_buffer_size
• loss::dice_loss
• loss::focal_loss
• loss::gradient_penalty
• loss::hinge_loss
• loss::huber_loss
• loss::info_nce_loss
• loss::kl_divergence
• loss::mae_loss
• loss::mse_loss
• loss::squared_hinge_loss
• loss::triplet_loss
• loss::wasserstein_discriminator_loss
• loss::wasserstein_generator_loss
• loss::wasserstein_loss
• metaheuristics::benchmarks::ackley
• metaheuristics::benchmarks::all_benchmarks
• metaheuristics::benchmarks::dixon_price
• metaheuristics::benchmarks::griewank
• metaheuristics::benchmarks::levy
• metaheuristics::benchmarks::michalewicz
• metaheuristics::benchmarks::rastrigin
• metaheuristics::benchmarks::rosenbrock
• metaheuristics::benchmarks::schwefel
• metaheuristics::benchmarks::sphere
• metaheuristics::benchmarks::zakharov
• metaheuristics::nas::architecture_complexity
• metaheuristics::nas::crossover_genomes
• metaheuristics::nas::mutate_genome
• metaheuristics::rank_features
• metaheuristics::select_features
• metrics::classification::accuracy
• metrics::classification::classification_report
• metrics::classification::confusion_matrix
• metrics::classification::f1_score
• metrics::classification::precision
• metrics::classification::recall
• metrics::evaluator::evaluate_classification
• metrics::evaluator::evaluate_regression
• metrics::inertia
• metrics::mae
• metrics::mse
• metrics::r_squared
• metrics::ranking::dcg_at_k
• metrics::ranking::hit_at_k
• metrics::ranking::mean_hit_at_k
• metrics::ranking::mrr
• metrics::ranking::ndcg_at_k
• metrics::ranking::reciprocal_rank
• metrics::rmse
• metrics::silhouette_score
• model_selection::cross_validate
• model_selection::grid_search_alpha
• model_selection::train_test_split
• monte_carlo::engine::autocorrelation
• monte_carlo::engine::calculate_ess
• monte_carlo::engine::empirical_variance_reduction
• monte_carlo::engine::ess_autocorr
• monte_carlo::engine::inverse_normal_cdf
• monte_carlo::engine::percentile
• monte_carlo::risk::calmar_ratio
• monte_carlo::risk::gain_to_pain_ratio
• monte_carlo::risk::information_ratio
• monte_carlo::risk::jensens_alpha
• monte_carlo::risk::omega_ratio
• monte_carlo::risk::sharpe_ratio
• monte_carlo::risk::sharpe_ratio_annualized
• monte_carlo::risk::sortino_ratio
• monte_carlo::risk::treynor_ratio
• nn::functional::dropout
• nn::functional::gelu
• nn::functional::leaky_relu
• nn::functional::linear
• nn::functional::log_softmax
• nn::functional::relu
• nn::functional::sigmoid
• nn::functional::softmax
• nn::functional::tanh
• nn::generate_causal_mask
• nn::generation::apply_repetition_penalty
• nn::generation::apply_temperature
• nn::kaiming_normal
• nn::kaiming_uniform
• nn::serialize::count_parameters
• nn::serialize::load_model
• nn::serialize::load_state_dict
• nn::serialize::load_state_dict_into
• nn::serialize::model_size_bytes
• nn::serialize::save_model
• nn::serialize::state_dict
• nn::xavier_normal
• nn::xavier_uniform
• online::distillation::binary_cross_entropy
• online::distillation::cross_entropy
• online::distillation::kl_divergence
• online::distillation::softmax
• online::distillation::softmax_temperature
• optim::prox::nonnegative
• optim::prox::project_box
• optim::prox::project_l2_ball
• optim::prox::soft_threshold
• optim::safe_cholesky_solve
• qa::adversarial::run_robustness_tests
• qa::fairness::calculate_demographic_parity_diff
• qa::fairness::calculate_disparate_impact
• qa::fairness::calculate_equal_opportunity_diff
• qa::fairness::run_fairness_tests
• qa::fairness::satisfies_four_fifths_rule
• qa::robustness::numerical::test_overflow
• qa::robustness::numerical::test_precision_loss
• qa::robustness::numerical::test_underflow
• qa::robustness::run_edge_case_tests
• qa::robustness::test_empty_handling
• qa::robustness::test_inf_handling
• qa::robustness::test_nan_handling
• qa::robustness::test_zero_handling
• regularization::cross_entropy_with_smoothing
• scoring::compute_quality_score
• serialization::safetensors::extract_tensor
• serialization::safetensors::load_safetensors
• serialization::safetensors::save_safetensors
• stats::covariance::corr
• stats::covariance::corr_matrix
• stats::covariance::cov
• stats::covariance::cov_matrix
• stats::hypothesis::chisquare
• stats::hypothesis::f_oneway
• stats::hypothesis::ttest_1samp
• stats::hypothesis::ttest_ind
• stats::hypothesis::ttest_rel
• synthetic::check_andon
• synthetic::generate_batched
• text::similarity::cosine_similarity
• text::similarity::edit_distance
• text::similarity::edit_distance_similarity
• text::similarity::jaccard_similarity
• text::similarity::pairwise_cosine_similarity
• text::similarity::top_k_similar

Type Aliases

• chaos::ChaosResult
• citl::CITLResult
• error::Result
• gnn::EdgeIndex
• graph::NodeId
• monte_carlo::error::Result
• nn::serialize::StateDict
• serialization::apr::AprMetadata
• serialization::safetensors::SafeTensorsMetadata

Statics

• citl::RUST_ERROR_CODES

Constants

• bundle::BUNDLE_MAGIC
• bundle::BUNDLE_VERSION
• bundle::DEFAULT_MAX_MEMORY
• bundle::DEFAULT_PAGE_SIZE
• code::DEFAULT_EMBEDDING_DIM
• code::MAX_PATHS_PER_METHOD
• code::MAX_PATH_LENGTH
• format::FORMAT_VERSION
• format::HEADER_SIZE
• format::MAGIC
• format::MAX_UNCOMPRESSED_SIZE
• format::MMAP_THRESHOLD
• format::gguf::GGUF_DEFAULT_ALIGNMENT
• format::gguf::GGUF_MAGIC
• format::gguf::GGUF_VERSION
• loading::wcet::platforms::AEROSPACE_RAD750
• loading::wcet::platforms::AUTOMOTIVE_S32G
• loading::wcet::platforms::DESKTOP_X86
• loading::wcet::platforms::EDGE_RPI4
• loading::wcet::platforms::INDUSTRIAL_PLC
• loading::wcet::platforms::WASM_BROWSER
• online::distillation::DEFAULT_ALPHA
• online::distillation::DEFAULT_TEMPERATURE
• serialization::apr::APR_MAGIC
• text::stopwords::ENGLISH_STOP_WORDS
• weak_supervision::ABSTAIN