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Simplified, unified API for microbiome data analysis.

This module provides 6 core functions that automatically route to the appropriate underlying functions based on study design and parameters:

- `plot_taxa()`: Visualize taxonomic composition and abundance - `plot_alpha()`: Visualize alpha diversity metrics - `plot_beta()`: Visualize beta diversity and ordination - `test_taxa()`: Statistical tests for taxonomic features - `test_beta()`: Statistical tests for beta diversity - `test_alpha()`: Statistical tests for alpha diversity