Module generators

Module generators 

Source
Expand description

Dataset generators

This module provides comprehensive dataset generation functionality for machine learning and data science applications. It includes:

  • Basic generators: Classification, regression, clustering, and time series datasets
  • Manifold generators: Swiss roll, S-curve, torus, and other manifold datasets
  • Noise injection: Missing data and outlier injection utilities
  • GPU acceleration: GPU-accelerated versions of basic generators
  • Configuration: Types and utilities for generator configuration

Re-exports§

pub use basic::*;
pub use config::*;
pub use gpu::*;
pub use manifold::*;
pub use noise::*;

Modules§

basic
Basic dataset generators (classification, regression, blobs, etc.)
config
Configuration types for dataset generators
gpu
GPU-accelerated dataset generators
manifold
Advanced manifold generators for dimensionality reduction datasets
noise
Noise injection and data corruption utilities