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ANazaret committed Nov 4, 2024
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</div>
</div>

<!-- <a href="https://arxiv.org/pdf/2406.07658" class="example-card">
<img src="imgs/img_avatar.png" alt="Avatar">
<div class="example-container">
<h4><b> Synthetic Data </b></h4>
<p>
We demonstrate the effectiveness and flexibility of Treeffuser
on Synthetic data with multivariate output,
complex varying multimodality, heavy tails and skewness.
</p>
</div>
</a> -->

<div class="example-card">
<img src="imgs/img_newsvendor.png" alt="Optimal inventory allocation" class="styled-img">
Expand Down Expand Up @@ -854,120 +843,13 @@ <h2>Next steps</h2>
</div>


<!--
<a class="marker" href="#section-1" id="section-1"><span>1</span></a>
<h2>A Brief Survey of Techniques</h2>
<p>Before diving in: if you haven’t encountered t-SNE before, here’s what you need to know about the math behind it.
The goal is to take a set of points in a high-dimensional space and find a faithful representation of those points
in a lower-dimensional space, typically the 2D plane. The algorithm is non-linear and adapts to the underlying
data, performing different transformations on different regions. Those differences can be a major source of
confusion.</p>
<p>This is the first paragraph of the article. Test a long&thinsp;&mdash;&thinsp;dash -- here it is.</p>
<p>Test for owner's possessive. Test for "quoting a passage." And another sentence. Or two. Some flopping fins; for
diving.</p>
<aside>Some text in an aside, margin notes, etc...</aside>
<p>Here's a test of an inline equation <d-math>c = a^2 + b^2</d-math>. Also with configurable katex standards just
using inline '$' signs: $$x^2$$ And then there's a block equation:</p>
<d-math block>
c = \pm \sqrt{ \sum_{i=0}^{n}{a^{222} + b^2}}
</d-math>
<p>Math can also be quite involved:</p>
<d-math block>
\frac{1}{\Bigl(\sqrt{\phi \sqrt{5}}-\phi\Bigr) e^{\frac25 \pi}} = 1+\frac{e^{-2\pi}} {1+\frac{e^{-4\pi}}
{1+\frac{e^{-6\pi}} {1+\frac{e^{-8\pi}} {1+\cdots} } } }
</d-math>
<a class="marker" href="#section-1.1" id="section-1.1"><span>1.1</span></a>
<h3>Citations</h3>
<p>
<d-slider style="width: 200px;"></d-slider>
</p>
<p>We can<d-cite bibtex-key="mercier2011humans"></d-cite> also cite <d-cite
key="gregor2015draw,mercier2011humans,openai2018charter"></d-cite> external publications. <d-cite
key="dong2014image,dumoulin2016guide,mordvintsev2015inceptionism"></d-cite>. We should also be testing footnotes
<d-footnote>This will become a hoverable footnote. This will become a hoverable footnote. This will become a
hoverable footnote. This will become a hoverable footnote. This will become a hoverable footnote. This will
become a hoverable footnote. This will become a hoverable footnote. This will become a hoverable footnote.
</d-footnote>. There are multiple footnotes, and they appear in the appendix<d-footnote>Given I have coded them
right. Also, here's math in a footnote: <d-math>c = \sum_0^i{x}</d-math>. Also, a citation. Box-ception<d-cite
key='gregor2015draw'></d-cite>!</d-footnote> as well.</p>
<a class="marker" href="#section-2" id="section-2"><span>2</span></a>
<h2>Displaying code snippets</h2>
<p>Some inline javascript:<d-code language="javascript">var x = 25;</d-code>. And here's a javascript code block.
</p>
<d-code block language="javascript">
var x = 25;
function(x){
return x * x;
}
</d-code>
<p>We also support python.</p>
<d-code block language="python">
# Python 3: Fibonacci series up to n
def fib(n):
a, b = 0, 1
while a < n: print(a, end=' ' ) a, b=b, a+b </d-code>
<p>And a table</p>
<table>
<thead>
<tr>
<th>First</th>
<th>Second</th>
<th>Third</th>
</tr>
</thead>
<tbody>
<tr>
<td>23</td>
<td>654</td>
<td>23</td>
</tr>
<tr>
<td>14</td>
<td>54</td>
<td>34</td>
</tr>
<tr>
<td>234</td>
<td>54</td>
<td>23</td>
</tr>
</tbody>
</table>
<d-figure id="last-figure"></d-figure>
<script>
const figure = document.querySelector("d-figure#last-figure");
const initTag = document.createElement("span");
initTag.textContent = "initialized!"
figure.appendChild(initTag);
figure.addEventListener("ready", function () {
const initTag = figure.querySelector("span");
initTag.textContent = "ready"
console.log('ready')
});
figure.addEventListener("onscreen", function () {
const initTag = figure.querySelector("span");
initTag.textContent = "onscreen"
console.log('onscreen')
});
figure.addEventListener("offscreen", function () {
const initTag = figure.querySelector("span");
initTag.textContent = "offscreen!"
console.log('offscreen')
});
</script>
<p>That's it for the example article!</p>
-->

</d-article>


<d-appendix>

<!-- <h3>Contributions</h3>-->
<!-- <p>Some text describing who did what: Alessandro did the parmigiana.</p>-->
<!-- <h3>Reviewers</h3>-->
<!-- <p>Some text with links describing who reviewed the article.</p>-->

<!-- <d-bibliography src="bibliography.bib"></d-bibliography>-->
</d-appendix>
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