Biomedical Data Generator

A small library to generate synthetic classification datasets with correlated feature clusters.

Content

Indices and Tables

`docs/api.rst` ```rst API Reference =============

biomedical_data_generator.generate_dataset

Generate an n-class classification dataset with optional correlated clusters.

biomedical_data_generator.find_seed_for_correlation

Find a random seed that produces target correlation.

biomedical_data_generator.DatasetConfig

Configuration for synthetic dataset generation.

biomedical_data_generator.CorrCluster

Correlated feature cluster simulating coordinated biomarker patterns.

biomedical_data_generator.DatasetMeta

Metadata about the generated dataset.