Expand description
Dataset loading utilities and synthetic data generators
Re-exports§
pub use parallel_rng::ParallelRng;pub use simd_gen::SimdCapabilities;pub use traits::Dataset;pub use traits::DatasetGenerator;pub use traits::InMemoryDataset;pub use versioning::DatasetVersion;pub use versioning::ProvenanceInfo;pub use viz::PlotConfig;pub use generators::basic::make_blobs;pub use generators::basic::make_circles;pub use generators::basic::make_classification;pub use generators::basic::make_moons;pub use generators::basic::make_regression;pub use generators::performance::parallel_generate;pub use generators::performance::DatasetStream;pub use generators::performance::LazyDatasetGenerator;pub use generators::type_safe::make_typed_blobs;pub use generators::type_safe::make_typed_classification;pub use generators::type_safe::make_typed_regression;
Modules§
- generators
- Modular synthetic data generators
- parallel_
rng - Parallel random number generation for dataset creation
- simd_
gen - SIMD-optimized dataset generation
- traits
- Trait-based dataset framework for extensible dataset operations
- validation
- Statistical property validation framework for dataset quality assurance
- versioning
- Dataset versioning and provenance tracking
- viz
- Dataset visualization utilities