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xtremax — Examples

Usage patterns organized by API layer.

Structure

examples/
├── examples_overview.md     # This file
├── examples_primitives.md   # Layer 0 — distribution usage, return levels
├── examples_components.md   # Layer 1 — xarray extraction, threshold selection
├── examples_models.md       # Layer 2 — model zoo workflows (MCMC, SVI)
└── examples_integration.md  # Layer 3 — geo_toolz, ecosystem composition

Reading Order

  1. Layer 0 — Primitive Examples — L0: GEV/GPD distributions, return levels

  2. Layer 1 — Component Examples — L1: block maxima, threshold exceedances, declustering

  3. Layer 2 — Model Examples — L2: stationary/nonstationary/spatial GEV, POT

  4. Layer 3 — Integration Examples — L3: geo_toolz preprocessing, end-to-end pipelines

Design
Models — Model Zoo
Design
Layer 0 — Primitive Examples