List of all items

Structs

• api_integration::ApiConfig
• api_integration::ApiMetrics
• api_integration::ApiRequest
• api_integration::ApiResponse
• api_integration::ApiService
• api_integration::MLApiPatterns
• api_integration::MethodStats
• api_integration::MockApiClient
• api_integration::RequestBuilder
• array_utils::stats::ArrayStatistics
• cloud_storage::CloudStorageConfig
• cloud_storage::CloudStorageFactory
• cloud_storage::CloudStorageUtils
• cloud_storage::MockCloudStorageClient
• cloud_storage::ObjectMetadata
• cloud_storage::StorageMetrics
• cloud_storage::SyncResult
• config::ArgParser
• config::Config
• config::ConfigBuilder
• config::ConfigMetadata
• config::ConfigValidator
• config::HotReloadConfig
• cross_validation::CVSplit
• cross_validation::GroupKFold
• cross_validation::LeaveOneGroupOut
• cross_validation::StratifiedKFold
• cross_validation::TimeSeriesSplit
• data_pipeline::DataPipeline
• data_pipeline::MLPipelineBuilder
• data_pipeline::PipelineContext
• data_pipeline::PipelineMetrics
• data_pipeline::PipelineMonitor
• data_pipeline::PipelineResult
• data_pipeline::StepMetrics
• data_pipeline::TransformStep
• data_structures::types::AtomicCounter
• data_structures::types::BinarySearchTree
• data_structures::types::BlockMatrix
• data_structures::types::ConcurrentHashMap
• data_structures::types::ConcurrentQueue
• data_structures::types::ConcurrentRingBuffer
• data_structures::types::Graph
• data_structures::types::RingBuffer
• data_structures::types::RingBufferIter
• data_structures::types::TreeNode
• data_structures::types::TreeStatistics
• data_structures::types::Trie
• data_structures::types::TrieStatistics
• data_structures::types::WeightedGraph
• data_structures::types::WorkQueue
• database::DatabaseConfig
• database::DatabasePool
• database::MockConnection
• database::Query
• database::QueryBuilder
• database::QueryResult
• database::ResultSet
• database::Row
• database::Transaction
• debug::ArrayDebugger
• debug::DebugContext
• debug::DiagnosticTools
• debug::MemoryDebugger
• debug::PerformanceDebugger
• debug::TestDataGenerator
• debug::TimingStats
• distributed_computing::types::AdvancedJobScheduler
• distributed_computing::types::Checkpoint
• distributed_computing::types::CheckpointManager
• distributed_computing::types::CheckpointStats
• distributed_computing::types::ClusterConfig
• distributed_computing::types::ClusterNode
• distributed_computing::types::ClusterStats
• distributed_computing::types::ConsensusManager
• distributed_computing::types::DataPartitioner
• distributed_computing::types::DistributedCluster
• distributed_computing::types::DistributedJob
• distributed_computing::types::DistributedMessage
• distributed_computing::types::FaultDetector
• distributed_computing::types::JobExecution
• distributed_computing::types::JobScheduler
• distributed_computing::types::JobState
• distributed_computing::types::LoadBalancer
• distributed_computing::types::LoadMetrics
• distributed_computing::types::LogEntry
• distributed_computing::types::MessageHandler
• distributed_computing::types::MessagePassingSystem
• distributed_computing::types::MessageResponse
• distributed_computing::types::NodeCapabilities
• distributed_computing::types::PartitionMove
• distributed_computing::types::PartitioningResult
• distributed_computing::types::PeerInfo
• distributed_computing::types::ResourceAllocation
• distributed_computing::types::ResourceRequirements
• distributed_computing::types::ResourceReservation
• distributed_computing::types::ResourceUsage
• distributed_computing::types::SchedulingDecision
• distributed_computing::types::VoteRequest
• distributed_computing::types::VoteResponse
• ensemble::BaggingPredictor
• ensemble::Bootstrap
• ensemble::OOBScoreEstimator
• ensemble::StackingHelper
• environment::CacheInfo
• environment::CpuInfo
• environment::EnvironmentInfo
• environment::FeatureChecker
• environment::HardwareDetector
• environment::MemoryInfo
• environment::OSInfo
• environment::PerformanceCharacteristics
• environment::RuntimeInfo
• error_handling::EnhancedError
• error_handling::ErrorAggregator
• error_handling::ErrorContext
• error_handling::ErrorRecovery
• error_handling::ErrorReporter
• error_handling::ErrorStatistics
• error_handling::ErrorSummary
• external_integration::ArrayTransfer
• external_integration::CFunctionSignature
• external_integration::CParameter
• external_integration::FFIUtils
• external_integration::PyArrayBuffer
• external_integration::PythonInterop
• external_integration::PythonParameter
• external_integration::RInterop
• external_integration::RMatrix
• external_integration::RParameter
• external_integration::RVector
• external_integration::WasmBuildConfig
• external_integration::WasmParameter
• external_integration::WasmUtils
• feature_engineering::FeatureBinner
• feature_engineering::InteractionFeatures
• feature_engineering::PolynomialFeatures
• file_io::CompressionUtils
• file_io::EfficientFileReader
• file_io::EfficientFileWriter
• file_io::FormatConverter
• file_io::SerializationUtils
• file_io::StreamProcessor
• gpu_computing::AsyncGpuOps
• gpu_computing::AsyncOperation
• gpu_computing::AsyncOperationHandle
• gpu_computing::ClusterMemoryStats
• gpu_computing::DefragmentationResult
• gpu_computing::DistributedOperation
• gpu_computing::DistributedResult
• gpu_computing::DistributedWorkload
• gpu_computing::GpuArrayOps
• gpu_computing::GpuAssignment
• gpu_computing::GpuDevice
• gpu_computing::GpuKernelExecution
• gpu_computing::GpuKernelInfo
• gpu_computing::GpuMemoryAllocation
• gpu_computing::GpuMemoryPool
• gpu_computing::GpuOptimizationAdvisor
• gpu_computing::GpuProfiler
• gpu_computing::GpuStream
• gpu_computing::GpuUtils
• gpu_computing::KernelStats
• gpu_computing::LoadBalancer
• gpu_computing::MemoryBlock
• gpu_computing::MemoryStats
• gpu_computing::MemoryTransferStats
• gpu_computing::MultiGpuCoordinator
• gpu_computing::OptimizationRecommendation
• gpu_computing::OptimizationRule
• gpu_computing::PerformanceMetric
• gpu_computing::SynchronizationBarrier
• linear_algebra::ConditionNumber
• linear_algebra::EigenDecomposition
• linear_algebra::MatrixDecomposition
• linear_algebra::MatrixNorms
• linear_algebra::MatrixRank
• linear_algebra::MatrixUtils
• linear_algebra::Pseudoinverse
• logging::ConsoleOutput
• logging::DistributedLogger
• logging::FileOutput
• logging::JsonFormatter
• logging::LogAnalysis
• logging::LogAnalyzer
• logging::LogEntry
• logging::LogStats
• logging::Logger
• logging::LoggerConfig
• logging::OperationStats
• logging::PerformanceLogger
• logging::TextFormatter
• math_utils::NumericalPrecision
• math_utils::OverflowDetection
• math_utils::RobustArrayOps
• math_utils::SpecialFunctions
• memory::AllocationInfo
• memory::AllocationStats
• memory::GcHelper
• memory::LeakDetector
• memory::MemoryAlignment
• memory::MemoryMappedFile
• memory::MemoryMonitor
• memory::MemoryPool
• memory::MemoryValidator
• memory::SafeBuffer
• memory::SafePtr
• memory::SafeVec
• memory::StackGuard
• memory::TrackingAllocator
• multiclass::OneVsRestClassifier
• optimization::ConstraintHandler
• optimization::ConstraintViolation
• optimization::ConvergenceCriteria
• optimization::GradientComputer
• optimization::LineSearch
• optimization::OptimizationHistory
• parallel::ParallelIterator
• parallel::ParallelReducer
• parallel::ThreadPool
• parallel::WorkStealingQueue
• performance::BaselineMetrics
• performance::Benchmark
• performance::BenchmarkResult
• performance::MemoryTracker
• performance::ProfileReport
• performance::ProfileResult
• performance::Profiler
• performance::RegressionDetector
• performance::RegressionResult
• performance::Timer
• performance::TimerSummary
• performance_regression::PerformanceRegressionTester
• performance_regression::RegressionTestResult
• performance_regression::RegressionThresholds
• preprocessing::DataCleaner
• preprocessing::DataQualityAssessor
• preprocessing::FeatureScaler
• preprocessing::OutlierDetector
• probabilistic::BloomFilter
• probabilistic::BloomFilterStats
• probabilistic::CountMinSketch
• probabilistic::CountMinSketchStats
• probabilistic::HyperLogLog
• probabilistic::HyperLogLogStats
• probabilistic::LSHash
• probabilistic::LSHashStats
• probabilistic::MinHash
• probabilistic::MinHashStats
• profile_guided_optimization::BranchProfile
• profile_guided_optimization::CacheStatistics
• profile_guided_optimization::DependencyChain
• profile_guided_optimization::FunctionProfile
• profile_guided_optimization::InstructionMix
• profile_guided_optimization::LoopProfile
• profile_guided_optimization::MemoryAccessPattern
• profile_guided_optimization::OptimizationApplication
• profile_guided_optimization::OptimizationOpportunity
• profile_guided_optimization::OptimizationRecommendation
• profile_guided_optimization::OptimizationReport
• profile_guided_optimization::OptimizationRule
• profile_guided_optimization::PerformanceProfile
• profile_guided_optimization::PerformanceTargets
• profile_guided_optimization::ProfileGuidedOptimizer
• profile_guided_optimization::ProfileSummary
• profile_guided_optimization::ProfilerConfig
• profile_guided_optimization::StridePattern
• profile_guided_optimization::TriggerCondition
• r_integration::RDataFrame
• r_integration::RIntegration
• r_integration::RMatrix
• r_integration::RPackageManager
• r_integration::RScriptBuilder
• r_integration::RStatisticalFunctions
• random::DistributionSampler
• random::ThreadSafeRng
• simd::SimdCapabilities
• simd::SimdDistanceOps
• simd::SimdF32Ops
• simd::SimdF64Ops
• simd::SimdMatrixOps
• simd::SimdStatsOps
• spatial::KdTree
• spatial::OctTree
• spatial::Point
• spatial::QuadTree
• spatial::RTree
• spatial::Rectangle
• spatial::SpatialHash
• spatial::SpatialHashStats
• spatial::geographic::GeoBounds
• spatial::geographic::GeoPoint
• spatial::geographic::GeoUtils
• statistical::ConfidenceInterval
• statistical::ConfidenceIntervals
• statistical::CorrelationAnalysis
• statistical::DistributionFitting
• statistical::StatisticalTests
• statistical::TestResult
• text_processing::RegexUtils
• text_processing::StringSimilarity
• text_processing::TextAnalysis
• text_processing::TextNormalizer
• text_processing::TextParser
• text_processing::UnicodeUtils
• time_series::LagFeatureGenerator
• time_series::SlidingWindow
• time_series::TemporalAggregator
• time_series::TemporalIndex
• time_series::TimeSeries
• time_series::TimeSeriesPoint
• time_series::TimeZoneUtils
• time_series::Timestamp
• time_series::WindowStats
• type_safety::D1
• type_safety::D2
• type_safety::D3
• type_safety::DataState
• type_safety::ExactSize
• type_safety::Kilograms
• type_safety::MatrixMul
• type_safety::Measurement
• type_safety::Meters
• type_safety::MinSize
• type_safety::ModelState
• type_safety::NonNegative
• type_safety::Normalized
• type_safety::One
• type_safety::Pixels
• type_safety::Positive
• type_safety::Seconds
• type_safety::Three
• type_safety::Trained
• type_safety::Two
• type_safety::TypedArray
• type_safety::Untrained
• type_safety::Unvalidated
• type_safety::Validated
• type_safety::ValidatedArray
• type_safety::Zero
• visualization::AxisConfig
• visualization::BoxPlotData
• visualization::ChartData
• visualization::Color
• visualization::HeatmapData
• visualization::HistogramData
• visualization::LinePlotData
• visualization::MLVisualizationUtils
• visualization::PlotLayout
• visualization::PlotMargin
• visualization::PlotSummary
• visualization::PlotUtils
• visualization::Point2D
• visualization::ScatterPlotData

Enums

• UtilsError
• api_integration::ApiError
• api_integration::Authentication
• api_integration::HttpMethod
• cloud_storage::CloudProvider
• cloud_storage::SyncMode
• config::ConfigSource
• config::ConfigValue
• database::DatabaseError
• database::SslMode
• database::Value
• distributed_computing::types::ConsensusState
• distributed_computing::types::DistributedError
• distributed_computing::types::JobPriority
• distributed_computing::types::JobStatus
• distributed_computing::types::JobType
• distributed_computing::types::MessagePriority
• distributed_computing::types::MessageType
• distributed_computing::types::NodeStatus
• distributed_computing::types::PartitioningStrategy
• distributed_computing::types::SchedulingPolicy
• distributed_computing::types::SchedulingStrategy
• ensemble::AggregationStrategy
• error_handling::RecoveryStrategy
• external_integration::CType
• external_integration::PythonValue
• external_integration::ROutputType
• external_integration::ROutputValue
• external_integration::RType
• external_integration::RValue
• external_integration::WasmOptimization
• external_integration::WasmType
• feature_engineering::BinningStrategy
• gpu_computing::ActivationFunction
• gpu_computing::AllocationStrategy
• gpu_computing::BarrierType
• gpu_computing::CommunicationTopology
• gpu_computing::GpuError
• gpu_computing::LoadBalancingStrategy
• gpu_computing::OperationStatus
• gpu_computing::RecommendationPriority
• gpu_computing::StreamPriority
• logging::LogLevel
• multiclass::MultiClassStrategy
• optimization::ConvergenceStatus
• optimization::GradientMethod
• optimization::LineSearchMethod
• profile_guided_optimization::BranchType
• profile_guided_optimization::ImplementationEffort
• profile_guided_optimization::MemoryAccessType
• profile_guided_optimization::OptimizationType
• profile_guided_optimization::ProfileError
• profile_guided_optimization::RiskLevel
• r_integration::RError
• r_integration::RValue
• spatial::geographic::CoordinateSystem
• spatial::geographic::Hemisphere
• time_series::AggregationMethod
• time_series::TrendDirection
• visualization::PlotData

Traits

• api_integration::ApiClient
• cloud_storage::CloudStorageClient
• data_pipeline::PipelineStep
• database::Connection
• logging::LogFormatter
• logging::LogOutput
• type_safety::Add
• type_safety::ShapeValidation
• type_safety::TypeNum
• type_safety::Unit

Macros

• assert_shape
• benchmark_regression
• const_assert
• debug_assert_msg
• debug_context
• debug_println
• defer
• log_debug
• log_error
• log_info
• log_trace
• log_warn
• time_it

Functions

• array_utils::core::array_concatenate
• array_utils::core::array_resize
• array_utils::core::array_reverse
• array_utils::core::array_split
• array_utils::core::array_unique_counts
• array_utils::core::check_array_1d
• array_utils::core::check_array_2d
• array_utils::core::column_or_1d
• array_utils::core::label_counts
• array_utils::core::normalize_array
• array_utils::core::safe_indexing
• array_utils::core::safe_indexing_2d
• array_utils::core::unique_labels
• array_utils::indexing::argmax
• array_utils::indexing::argmin
• array_utils::indexing::argsort
• array_utils::indexing::boolean_indexing_1d
• array_utils::indexing::boolean_indexing_2d
• array_utils::indexing::compress_1d
• array_utils::indexing::create_mask
• array_utils::indexing::fancy_indexing_1d
• array_utils::indexing::fancy_indexing_2d
• array_utils::indexing::filter_array
• array_utils::indexing::put_1d
• array_utils::indexing::slice_with_step
• array_utils::indexing::take_1d
• array_utils::indexing::where_condition
• array_utils::inplace::array_add_constant_inplace
• array_utils::inplace::array_apply_inplace
• array_utils::inplace::array_min_max_normalize_inplace
• array_utils::inplace::array_scale_inplace
• array_utils::inplace::array_standardize_inplace
• array_utils::memory::compatible_layout
• array_utils::memory::efficient_copy
• array_utils::memory::get_strides
• array_utils::memory::is_contiguous
• array_utils::memory::make_contiguous
• array_utils::shape_ops::broadcast_shape
• array_utils::shape_ops::concatenate_2d
• array_utils::shape_ops::flatten_2d
• array_utils::shape_ops::is_broadcastable
• array_utils::shape_ops::pad_2d
• array_utils::shape_ops::reshape_1d_to_2d
• array_utils::shape_ops::split_2d
• array_utils::shape_ops::stack_1d
• array_utils::shape_ops::tile_2d
• array_utils::shape_ops::transpose
• array_utils::simd_ops::fast_dot_product_f32
• array_utils::simd_ops::fast_dot_product_f64
• array_utils::simd_ops::fast_sum_f32
• array_utils::simd_ops::fast_sum_f64
• array_utils::simd_ops::simd_add_arrays_f32
• array_utils::simd_ops::simd_add_arrays_f64
• array_utils::simd_ops::simd_dot_product_f32
• array_utils::simd_ops::simd_dot_product_f64
• array_utils::simd_ops::simd_multiply_arrays_f32
• array_utils::simd_ops::simd_multiply_arrays_f64
• array_utils::simd_ops::simd_scale_array_f32
• array_utils::simd_ops::simd_scale_array_f64
• array_utils::simd_ops::simd_sum_f32
• array_utils::simd_ops::simd_sum_f64
• array_utils::sparse::densify_threshold
• array_utils::sparse::safe_sparse_dot
• array_utils::sparse::safe_sparse_dot_f32
• array_utils::sparse::safe_sparse_dot_f64
• array_utils::sparse::sparse_add
• array_utils::sparse::sparse_diag
• array_utils::sparse::sparse_transpose
• array_utils::stats::array_cumsum
• array_utils::stats::array_describe
• array_utils::stats::array_max
• array_utils::stats::array_mean
• array_utils::stats::array_mean_f64
• array_utils::stats::array_median
• array_utils::stats::array_min
• array_utils::stats::array_min_max
• array_utils::stats::array_min_max_normalize
• array_utils::stats::array_percentile
• array_utils::stats::array_quantiles
• array_utils::stats::array_standardize
• array_utils::stats::array_std
• array_utils::stats::array_sum
• array_utils::stats::array_var
• array_utils::stats::array_variance_f64
• data_generation::make_blobs
• data_generation::make_circles
• data_generation::make_classification
• data_generation::make_gaussian_quantiles
• data_generation::make_hastie_10_2
• data_generation::make_moons
• data_generation::make_multilabel_classification
• data_generation::make_regression
• data_generation::make_sparse_classification
• error_handling::create_error
• error_handling::create_error_at
• logging::flush_global_logger
• logging::get_global_logger
• logging::log_with_level
• logging::set_global_level
• metrics::bhattacharyya_distance
• metrics::braycurtis_distance
• metrics::canberra_distance
• metrics::chebyshev_distance
• metrics::cosine_distance
• metrics::cosine_distance_f32
• metrics::cosine_similarity
• metrics::cosine_similarity_f32
• metrics::euclidean_distance
• metrics::euclidean_distance_f32
• metrics::hamming_distance
• metrics::hamming_distance_normalized
• metrics::hellinger_distance
• metrics::jaccard_distance
• metrics::jaccard_similarity
• metrics::jensen_shannon_divergence
• metrics::kl_divergence
• metrics::mahalanobis_distance
• metrics::manhattan_distance
• metrics::manhattan_distance_f32
• metrics::minkowski_distance
• metrics::wasserstein_1d
• multiclass::check_binary_indicators_multioutput
• multiclass::check_classification_targets
• multiclass::check_multi_class
• multiclass::class_distribution
• multiclass::compute_class_weight_balanced
• multiclass::compute_sample_weight
• multiclass::indicator_to_multilabel
• multiclass::is_multilabel
• multiclass::multilabel_to_indicator
• multiclass::one_vs_one_pairs
• multiclass::one_vs_one_transform
• multiclass::one_vs_rest_transform
• multiclass::type_of_target
• multiclass::unique_labels_multiclass
• random::bootstrap_indices
• random::get_rng
• random::importance_sampling
• random::k_fold_indices
• random::random_indices
• random::random_permutation
• random::random_weights
• random::reservoir_sampling
• random::set_random_state
• random::shuffle_indices
• random::stratified_split_indices
• random::train_test_split_indices
• random::weighted_sampling_without_replacement
• stats::covariance
• stats::mean_axis
• stats::std_axis
• stats::var_axis
• validation::check_array_2d
• validation::check_consistent_length
• validation::check_consistent_length_xy
• validation::check_finite
• validation::check_finite_1d
• validation::check_matmul_shapes
• validation::check_min_classes
• validation::check_min_samples
• validation::check_non_empty
• validation::check_non_negative
• validation::check_positive
• validation::check_positive_int
• validation::check_range
• validation::check_x_y
• validation::check_x_y_regression
• validation::validate_class_labels
• validation::validate_classification_predictions
• validation::validate_cv_folds
• validation::validate_feature_importance
• validation::validate_features
• validation::validate_learning_rate
• validation::validate_max_iter
• validation::validate_probability_distribution
• validation::validate_regression_predictions
• validation::validate_regularization
• validation::validate_sample_weights
• validation::validate_sparse_matrix
• validation::validate_target
• validation::validate_target_regression
• validation::validate_time_series
• validation::validate_tolerance

Type Aliases

• UtilsResult
• data_pipeline::TransformFn
• distributed_computing::types::MessageHandlerFn
• optimization::ConstraintFunction

Constants

• math_utils::constants::E
• math_utils::constants::EPS_F32
• math_utils::constants::EPS_F64
• math_utils::constants::HUGE_F32
• math_utils::constants::HUGE_F64
• math_utils::constants::LN_10
• math_utils::constants::LN_2
• math_utils::constants::PI
• math_utils::constants::SQRT_2
• math_utils::constants::SQRT_PI
• math_utils::constants::TINY_F32
• math_utils::constants::TINY_F64