Template for Tutorial

This project was supported by grants from the National Institute of Biomedical Imaging and Bioengineering (U24EB029012) from the National Institutes of Health.

Authors:
Smart people here

Overview

** Overview of the document **

Software Requirements

Overview Subsection

Chapter Name

** Overview text for the Chapter. In this case there will be examples of several types of content**

Section

Example section with subsection.

Use as many paragraphs as needed.

There are many markdown guides. Here are some examples: https://www.markdownguide.org/basic-syntax/ https://guides.github.com/features/mastering-markdown/

Subsection

Example Subsection. These can go to 6 #’s. Subsections are optional for table of contents and chapter scope.

Figures

Example for including an image in tutorial.

Math

Math equations use MathJax. This requires the inclusion of this near the beginning of the document:

<script type="text/javascript" async
  src="https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_CHTML">
</script>

Example equation: \[ x = {-b \pm \sqrt{b^2-4ac} \over 2a} \] $$ \frac{\partial \rho}{\partial t} + \nabla \cdot \vec{j} = 0 ,. \label{eq:continuity} $$

inline equations use the \\(\mathbf{p}\\) sytanx: \(\mathbf{p}\)

Citations

Sphinx has a built in citation manager for bibtex: sphinxcontrib-bibtex. Works well for RST, but we are still working on it for markdown. The sphinxcontrib-bibtex is built to run with rst in Sphinx. However, it can be used in markdown using the AutoStructify package.

The whole paragraph will need to be in the eval_rst block [2]. For multiple references: [2, 6]

add a bibliography section

```eval_rst
.. bibliography::
```

Snippets

Inline snippets like this. Muliple lines:

# # Define model
N = int(1e2)  # Number of degrees of freedom of model
left = -1.
right = 1.
x = np.linspace(left, right, N)
model = sine_modulation(N=N)

Tables

Tables can be used with normal markdown syntax with the sphinx-markdown-tables package

| Syntax      | Description |
| ----------- | ----------- |
| Header      | Title       |
| Paragraph   | Text        |
Syntax Description
Header Title
Paragraph Text

Referencing Sphynx

To link the UncertainSCI API generated using Sphynx, Use this syntax: [text](../api_docs/pce.html#polynomial-chaos-expansions)