List of all items
Structs
- cache::BatchOperations
- cache::BatchResult
- cache::CacheFileInfo
- cache::CacheManager
- cache::CacheStats
- cache::DatasetCache
- cache::DetailedCacheStats
- cache::RegistryEntry
- registry::DatasetRegistry
- utils::dataset::Dataset
Enums
- error::DatasetsError
- generators::MissingPattern
- generators::OutlierType
- utils::balancing::BalancingStrategy
- utils::feature_engineering::BinningStrategy
Traits
Functions
- cache::download_data
- cache::fetch_data
- cache::get_cache_dir
- generators::add_time_series_noise
- generators::inject_missing_data
- generators::inject_outliers
- generators::make_anisotropic_blobs
- generators::make_blobs
- generators::make_circles
- generators::make_classification
- generators::make_corrupted_dataset
- generators::make_hierarchical_clusters
- generators::make_moons
- generators::make_regression
- generators::make_spirals
- generators::make_swiss_roll
- generators::make_time_series
- loaders::load_csv
- loaders::load_json
- loaders::load_raw
- loaders::save_json
- registry::get_registry
- registry::load_dataset_by_name
- sample::get_available_datasets
- sample::load_california_housing
- sample::load_wine
- time_series::electrocardiogram
- time_series::stock_market
- time_series::weather
- toy::load_boston
- toy::load_breast_cancer
- toy::load_digits
- toy::load_iris
- utils::balancing::create_balanced_dataset
- utils::balancing::generate_synthetic_samples
- utils::balancing::random_oversample
- utils::balancing::random_undersample
- utils::feature_engineering::create_binned_features
- utils::feature_engineering::polynomial_features
- utils::feature_engineering::statistical_features
- utils::sampling::bootstrap_sample
- utils::sampling::importance_sample
- utils::sampling::multiple_bootstrap_samples
- utils::sampling::random_sample
- utils::sampling::stratified_sample
- utils::scaling::min_max_scale
- utils::scaling::normalize
- utils::scaling::robust_scale
- utils::serialization::deserialize_array1
- utils::serialization::deserialize_array2
- utils::serialization::optional_array1::deserialize
- utils::serialization::optional_array1::serialize
- utils::serialization::serialize_array1
- utils::serialization::serialize_array2
- utils::splitting::k_fold_split
- utils::splitting::stratified_k_fold_split
- utils::splitting::time_series_split
- utils::splitting::train_test_split