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final changes to the presentation
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ian-flores committed Apr 26, 2019
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14 changes: 5 additions & 9 deletions docs/proposal_presentation.Rmd
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<img src='https://upload.wikimedia.org/wikipedia/commons/c/c6/Topological_Ordering.svg' height='300'>

Source: [Wikimedia](https://upload.wikimedia.org/wikipedia/commons/c/c6/Topological_Ordering.svg)

---

# Introduction - EDA: Simple Repo
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--

### What are workflow patterns across Git repositories?
### What are common sub-patterns in the way people use Git?

--

### What are common sub-patterns in the way people use Git?
### What are workflow patterns across Git repositories?

---

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## Approach - `Node2vec`

- Samples network neighborhoods of each node using the biased random walks
.pull-left[- Samples network neighborhoods of each node using the biased random walks
- Based on `Weisfeiler-Lehman Graph Kernels`
- iterate nodes and edges, relabel and group, represent the features in a vector
- iterate nodes and edges, relabel and group, represent the features in a vector]

![](imgs/wl_kernel.png)
.pull-right[![](imgs/wl_kernel.png)]

[Source: http://www.jmlr.org/papers/volume12/shervashidze11a/shervashidze11a.pdf]

---

## Approach - `sub2vec`
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69 changes: 11 additions & 58 deletions docs/proposal_presentation.html
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<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml" lang="" xml:lang="">
<html>
<head>
<title>What the Git is going on here?</title>
<meta charset="utf-8" />
<meta charset="utf-8">
<link rel="stylesheet" href="xaringan-themer.css" type="text/css" />
</head>
<body>
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&lt;img src='https://upload.wikimedia.org/wikipedia/commons/c/c6/Topological_Ordering.svg' height='300'&gt;

Source: [Wikimedia](https://upload.wikimedia.org/wikipedia/commons/c/c6/Topological_Ordering.svg)

---

# Introduction - EDA: Simple Repo
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--

### What are workflow patterns across Git repositories?
### What are common sub-patterns in the way people use Git?

--

### What are common sub-patterns in the way people use Git?
### What are workflow patterns across Git repositories?

---

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## Approach - `Node2vec`

- Samples network neighborhoods of each node using the biased random walks
.pull-left[- Samples network neighborhoods of each node using the biased random walks
- Based on `Weisfeiler-Lehman Graph Kernels`
- iterate nodes and edges, relabel and group, represent the features in a vector
- iterate nodes and edges, relabel and group, represent the features in a vector]

![](imgs/wl_kernel.png)
.pull-right[![](imgs/wl_kernel.png)]

[Source: http://www.jmlr.org/papers/volume12/shervashidze11a/shervashidze11a.pdf]

---

## Approach - `sub2vec`
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- UBC-MDS Students
</textarea>
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<script>var slideshow = remark.create({
"highlightStyle": "github",
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}
var s = d.createElement("style");
s.type = "text/css"; s.innerHTML = "@media print { .has-continuation { display: none; } }";
d.head.appendChild(s);
})(document);
// delete the temporary CSS (for displaying all slides initially) when the user
// starts to view slides
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var deleted = false;
slideshow.on('beforeShowSlide', function(slide) {
if (deleted) return;
var sheets = document.styleSheets, node;
for (var i = 0; i < sheets.length; i++) {
node = sheets[i].ownerNode;
if (node.dataset["target"] !== "print-only") continue;
node.parentNode.removeChild(node);
}
deleted = true;
});
})();</script>

<script>
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<script>
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i++;
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slideshow._releaseMath(document);
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<script>
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