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site_name: itis-sumo
site_description: Headless surrogate-modeling (SuMo) core — build, evaluate, cross-validate, and interrogate surrogate models
repo_url: https://github.com/ITISFoundation/itis-sumo
site_url: https://itisfoundation.github.io/itis-sumo/
edit_uri: ""
theme:
name: material
palette:
- media: "(prefers-color-scheme: light)"
scheme: default
primary: indigo
toggle:
icon: material/brightness-7
name: Switch to dark mode
- media: "(prefers-color-scheme: dark)"
scheme: slate
primary: indigo
toggle:
icon: material/brightness-4
name: Switch to light mode
features:
- navigation.sections
- navigation.top
- content.code.copy
- toc.integrate
markdown_extensions:
- admonition
- tables
- toc:
permalink: true
- pymdownx.highlight
- pymdownx.superfences
- pymdownx.details
- pymdownx.arithmatex:
generic: true
- pymdownx.snippets:
base_path: ["."]
check_paths: true
extra_javascript:
- https://unpkg.com/mathjax@3/es5/tex-mml-chtml.js
nav:
- Home: index.md
- Tutorials:
- Getting started: tutorials/getting-started.md
- Worked examples: tutorials/examples.md
- How-to guides:
- Cross-validate a surrogate: how-to/cross-validate.md
- Run a sensitivity analysis: how-to/sensitivity-analysis.md
- Find a Pareto front with MOGA: how-to/moga.md
- Preprocess data: how-to/preprocess.md
- Reference:
- Overview: reference/index.md
- Dakota engine core: reference/core.md
- Config (NIDR composers): reference/config.md
- Sampling: reference/sampling.md
- Surrogate evaluation & cross-validation: reference/evaluate.md
- Sensitivity (Sobol) & UQ propagation: reference/sensitivity-uq.md
- MOGA optimization: reference/moga.md
- Data preprocessing: reference/preprocess.md
- Explanation:
- Why surrogate modeling: explanation/surrogate-modeling.md
- How Gaussian Processes work: explanation/gaussian-processes.md
- About:
- Overview: about/index.md
- Provenance / Porting: about/porting.md
- Spec (living design doc): about/spec.md