List of all items

Structs

• arrow_integration::ArrowDataset
• augmentation_pipeline::AugmentationPipeline
• augmentation_pipeline::ConditionalTransform
• augmentation_pipeline::GaussianNoise
• augmentation_pipeline::RandomBrightness
• augmentation_pipeline::RandomContrast
• augmentation_pipeline::RandomErasing
• augmentation_pipeline::RandomHue
• augmentation_pipeline::RandomSaturation
• augmentation_pipeline::RandomVerticalFlip
• builtin::ClassificationConfig
• builtin::ClusteringConfig
• builtin::DatasetRegistry
• builtin::DatasetResult
• builtin::RegressionConfig
• builtin::SyntheticDataConfig
• collate::advanced::AdaptiveBatchSampler
• collate::advanced::BucketBatchSampler
• collate::advanced::CachedCollate
• collate::advanced::DynamicBatchCollate
• collate::advanced::DynamicBatchCollateWrapper
• collate::advanced::PadCollate
• collate::builder::CollateBuilder
• collate::core::CollateFn
• collate::core::DefaultCollate
• collate::optimized::OptimizedCollate
• collate::stacking::TensorStacker
• collate::utils::CollateFn
• core_framework::Chain
• core_framework::Compose
• core_framework::Conditional
• core_framework::Lambda
• core_framework::Normalize
• core_framework::ToType
• database_integration::DatabaseConfig
• database_integration::DatabaseDataset
• database_integration::DatabaseDatasetBuilder
• database_integration::DatabaseRow
• database_integration::MockDatabaseConnection
• dataloader::DataLoaderConfig
• dataloader::core::DataLoader
• dataloader::core::DataLoaderBuilder
• dataloader::core::DataLoaderIterator
• dataloader::memory::CpuMemoryPinner
• dataloader::memory::MemoryPinningManager
• dataloader::memory::PinningConfig
• dataloader::prefetch::PrefetchConfig
• dataloader::prefetch::PrefetchIterator
• dataloader::simple::SimpleConfig
• dataloader::workers::MultiProcessIterator
• dataloader::workers::PersistentWorkerPool
• dataloader::workers::WorkerConfig
• dataloader::workers::WorkerPool
• dataloader::workers::WorkerResult
• dataset::types::BufferedStreamingDataset
• dataset::types::BufferedStreamingDatasetIter
• dataset::types::CachedDataset
• dataset::types::ChainDataset
• dataset::types::ChainDatasetIter
• dataset::types::ConcatDataset
• dataset::types::DataPipeline
• dataset::types::DatasetProfileStats
• dataset::types::DatasetProfiler
• dataset::types::DatasetToStreaming
• dataset::types::DatasetToStreamingIter
• dataset::types::FeatureStats
• dataset::types::InfiniteDataset
• dataset::types::InfiniteDatasetIter
• dataset::types::KFold
• dataset::types::MemoryMappedDataset
• dataset::types::PipelineStreamingDataset
• dataset::types::PipelineStreamingDatasetIter
• dataset::types::ProfiledDataset
• dataset::types::RealTimeDataset
• dataset::types::RealTimeDatasetIter
• dataset::types::SharedMemoryDataset
• dataset::types::SharedTensorMeta
• dataset::types::Subset
• dataset::types::TensorDataset
• error::BatchInfo
• error::ErrorContext
• error::diagnostics::ErrorChainAnalyzer
• error::diagnostics::ErrorStatistics
• error::recovery::RecoveryContext
• error::recovery::RetryStrategy
• online_transforms::AdaptiveAugmentation
• online_transforms::AugmentationQueue
• online_transforms::AugmentationStats
• online_transforms::DynamicAugmentationStrategy
• online_transforms::OnlineAugmentationEngine
• online_transforms::ProgressiveAugmentation
• online_transforms::StrategyConfig
• sampler::active_learning::ActiveLearningSampler
• sampler::active_learning::ActiveLearningStats
• sampler::adaptive::AdaptiveSampler
• sampler::adaptive::AdaptiveStats
• sampler::advanced::GroupedSampler
• sampler::advanced::ImportanceSampler
• sampler::advanced::StratifiedSampler
• sampler::advanced::WeightedRandomSampler
• sampler::basic::RandomSampler
• sampler::basic::SequentialSampler
• sampler::batch::BatchSamplerIter
• sampler::batch::BatchingSampler
• sampler::core::SamplerIterator
• sampler::curriculum::CurriculumSampler
• sampler::curriculum::CurriculumStats
• sampler::distributed::DistributedSampler
• sampler::distributed::DistributedWrapper
• sampler::importance::ImportanceSampler
• sampler::importance::ImportanceStats
• sampler::stratified::StratifiedSampler
• sampler::weighted::SubsetRandomSampler
• sampler::weighted::WeightedRandomSampler
• tensor_transforms::CenterCrop
• tensor_transforms::RandomCrop
• tensor_transforms::RandomHorizontalFlip
• tensor_transforms::Resize
• text::TextClassificationDataset
• text::TextFileDataset
• text::TextSequence
• text::TokenIdsToTensor
• text::Vocabulary
• text::datasets::IMDB
• text::transforms::AddSpecialTokens
• text::transforms::CharTokenizer
• text::transforms::FixedLength
• text::transforms::NGrams
• text::transforms::RemovePunctuation
• text::transforms::SimpleBPE
• text::transforms::ToLowercase
• text_processing::ChangeCase
• text_processing::CollapseWhitespace
• text_processing::FilterByLength
• text_processing::NGramGenerator
• text_processing::PorterStemmer
• text_processing::RemoveNumbers
• text_processing::RemovePunctuation
• text_processing::RemoveStopwords
• text_processing::ReplacePattern
• text_processing::ToLowercase
• text_processing::Tokenize
• text_processing::TrimWhitespace
• tfrecord_integration::Example
• tfrecord_integration::TFRecordDataset
• tfrecord_integration::TFRecordDatasetBuilder
• tfrecord_integration::TFRecordReader
• transforms::Chain
• transforms::Compose
• transforms::Conditional
• transforms::Lambda
• transforms::Normalize
• transforms::ToType
• transforms::TransformBuilder
• utils::ProgressTracker
• utils::batch::AsyncBatchProcessor
• utils::concurrent::ConcurrentCache
• utils::concurrent::StatisticsCollector
• utils::config::ConfigBuilder
• utils::config::ConfigManager
• utils::memory::MemoryPool
• utils::memory::MemoryTracker
• utils::performance::Timer
• vision::TensorToVideo
• vision::VideoFolder
• vision::VideoFrames
• vision::VideoToTensor
• vision::datasets::cifar::CIFAR10
• vision::datasets::imagenet::ImageNet
• vision::datasets::mnist::MNIST
• vision::image::datasets::ImageFolder
• vision::image::transforms::Compose
• vision::image::transforms::ImageToTensor
• vision::image::transforms::RandomHorizontalFlip
• vision::image::transforms::RandomRotation
• vision::image::transforms::RandomVerticalFlip
• vision::image::transforms::TensorToImage
• vision::image::transforms::transforms::CenterCrop
• vision::image::transforms::transforms::Normalize
• vision::image::transforms::transforms::Resize
• zero_copy::BufferManager
• zero_copy::MemoryMappedLoader
• zero_copy::TensorPool
• zero_copy::ZeroCopyTensor

Enums

• builtin::BuiltinDataset
• builtin::ScalingMethod
• collate::builder::CollateStrategy
• database_integration::DatabaseBackend
• database_integration::DatabaseError
• database_integration::DatabaseValue
• error::CollationErrorKind
• error::ConfigErrorKind
• error::DataError
• error::DataLoaderErrorKind
• error::DatasetErrorKind
• error::ErrorSeverity
• error::IoErrorKind
• error::PrivacyErrorKind
• error::ResourceErrorKind
• error::SamplerErrorKind
• error::TransformErrorKind
• online_transforms::ProgressionMode
• sampler::active_learning::AcquisitionStrategy
• sampler::adaptive::AdaptiveStrategy
• sampler::curriculum::CurriculumStrategy
• tensor_transforms::InterpolationMode
• text_processing::CaseMode
• tfrecord_integration::FeatureValue
• tfrecord_integration::TFRecordError
• utils::config::ConfigValue

Traits

• collate::core::Collate
• core_framework::Transform
• core_framework::TransformBuilder
• core_framework::TransformExt
• database_integration::DatabaseConnection
• dataloader::core::DataLoaderTrait
• dataloader::memory::MemoryPinning
• dataloader::prefetch::PrefetchExt
• dataset::functions::Dataset
• dataset::functions::IterableDataset
• dataset::functions::StreamingDataset
• error::WithContext
• sampler::core::BatchSampler
• sampler::core::Sampler
• transforms::Transform
• transforms::TransformExt
• utils::Cacheable
• utils::Configurable
• utils::Resettable

Macros

• builder_pattern
• simple_random_transform
• simple_transform
• utils::builder_pattern
• utils::simple_random_transform
• utils::validated_constructor
• validated_constructor

Functions

• arrow_integration::arrow_utils::create_sample_dataset
• arrow_integration::arrow_utils::is_arrow_available
• arrow_integration::arrow_utils::tensors_to_record_batch
• builtin::load_builtin_dataset
• builtin::make_blobs
• builtin::make_classification
• builtin::make_regression
• collate::core::collate_fn
• collate::examples::collate_data_label
• collate::examples::collate_dict
• collate::optimized::optimized_collate_fn
• collate::optimized::stack_tensors
• collate::optimized::stack_tensors_fast
• collate::optimized::stack_tensors_mmap
• collate::utils::collate_fn
• core_framework::compose
• core_framework::lambda
• core_framework::normalize
• core_framework::to_type
• database_integration::database_utils::memory_config
• database_integration::database_utils::mysql_config
• database_integration::database_utils::postgresql_config
• database_integration::database_utils::sqlite_config
• dataloader::memory::utils::estimate_pinning_overhead
• dataloader::memory::utils::optimal_pinning_config
• dataloader::memory::utils::should_pin_memory
• dataloader::memory::utils::system_supports_pinning
• dataloader::prefetch::utils::cpu_bound_prefetch
• dataloader::prefetch::utils::io_bound_prefetch
• dataloader::prefetch::utils::optimal_prefetch
• dataloader::simple::simple_dataloader
• dataloader::simple::simple_random_dataloader
• dataloader::utils::optimal_config
• dataloader::utils::performance_recommendations
• dataloader::utils::validate_config
• dataloader::workers::utils::inference_config
• dataloader::workers::utils::optimal_worker_count
• dataloader::workers::utils::training_config
• dataset::functions::dataset_statistics
• dataset::functions::random_split
• dataset::functions::stratified_split
• error::patterns::file_not_found
• error::patterns::index_out_of_bounds
• error::patterns::invalid_config
• error::patterns::memory_exhausted
• error::patterns::shape_mismatch
• error::recovery::retry_operation
• sampler::active_learning::diversity_sampler
• sampler::active_learning::uncertainty_diversity_sampler
• sampler::active_learning::uncertainty_sampler
• sampler::adaptive::frequency_balanced_sampler
• sampler::adaptive::hard_adaptive_sampler
• sampler::adaptive::uncertainty_adaptive_sampler
• sampler::basic::random
• sampler::basic::random_subset
• sampler::basic::random_with_replacement
• sampler::basic::sequential
• sampler::batch::batch
• sampler::batch::batch_drop_last
• sampler::batch::batch_keep_last
• sampler::core::utils::calculate_class_weights
• sampler::core::utils::kfold_splits
• sampler::core::utils::random_indices
• sampler::core::utils::stratified_split
• sampler::core::utils::train_val_split
• sampler::core::utils::train_val_test_split
• sampler::core::utils::validate_sampling_params
• sampler::create_sampler
• sampler::curriculum::anti_curriculum
• sampler::curriculum::exponential_curriculum
• sampler::curriculum::linear_curriculum
• sampler::curriculum::step_curriculum
• sampler::default_batch_sampler
• sampler::default_distributed_sampler
• sampler::default_sampler
• sampler::distributed::distributed
• sampler::distributed::distributed_sampler
• sampler::importance::class_balanced_importance_sampler
• sampler::importance::exponential_importance_sampler
• sampler::importance::loss_based_importance_sampler
• sampler::importance::uniform_importance_sampler
• sampler::kfold_splits
• sampler::stratified::balanced_stratified
• sampler::stratified::stratified
• sampler::stratified::stratified_train_test_split
• sampler::train_val_split
• sampler::train_val_test_split
• sampler::weighted::balanced_weighted
• sampler::weighted::subset_random
• sampler::weighted::weighted_random
• tensor_transforms::center_crop
• tensor_transforms::random_crop
• tensor_transforms::random_horizontal_flip
• tensor_transforms::resize
• text_processing::bigrams
• text_processing::filter_by_length
• text_processing::porter_stemmer
• text_processing::remove_english_stopwords
• text_processing::tokenize
• text_processing::tokenize_whitespace
• text_processing::trigrams
• tfrecord_integration::tfrecord_utils::count_records
• tfrecord_integration::tfrecord_utils::get_file_info
• tfrecord_integration::tfrecord_utils::is_tfrecord_file
• transforms::lambda
• utils::batch::parallel_batch_process
• utils::create_size_tuple
• utils::errors::config_error
• utils::errors::empty_batch
• utils::errors::file_not_found
• utils::errors::invalid_argument
• utils::errors::invalid_format
• utils::errors::invalid_index
• utils::errors::shape_mismatch
• utils::validate_dataset_path
• utils::validate_file_extension
• utils::validate_not_empty
• utils::validate_positive
• utils::validate_probability
• utils::validate_range
• utils::validate_same_length
• utils::validate_tensor_shape
• zero_copy::create_buffer_manager
• zero_copy::create_tensor_pool
• zero_copy::zero_copy_from_slice
• zero_copy::zero_copy_from_vec

Type Aliases

• dataloader::core::RandomDataLoader
• dataloader::core::SimpleDataLoader
• dataloader::simple::SimpleDataLoader
• dataloader::simple::SimpleRandomDataLoader
• error::Result
• sampler::DefaultBatchSampler
• sampler::DefaultSampler
• utils::memory::SharedMemoryPool

Constants

• VERSION
• VERSION_MAJOR
• VERSION_MINOR
• VERSION_PATCH