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final changes to the presentation
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docs/proposal_presentation.Rmd

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<img src='https://upload.wikimedia.org/wikipedia/commons/c/c6/Topological_Ordering.svg' height='300'>
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Source: [Wikimedia](https://upload.wikimedia.org/wikipedia/commons/c/c6/Topological_Ordering.svg)
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# Introduction - EDA: Simple Repo
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### What are workflow patterns across Git repositories?
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### What are common sub-patterns in the way people use Git?
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### What are common sub-patterns in the way people use Git?
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### What are workflow patterns across Git repositories?
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---
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## Approach - `Node2vec`
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- Samples network neighborhoods of each node using the biased random walks
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.pull-left[- Samples network neighborhoods of each node using the biased random walks
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- Based on `Weisfeiler-Lehman Graph Kernels`
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- iterate nodes and edges, relabel and group, represent the features in a vector
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- iterate nodes and edges, relabel and group, represent the features in a vector]
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![](imgs/wl_kernel.png)
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.pull-right[![](imgs/wl_kernel.png)]
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[Source: http://www.jmlr.org/papers/volume12/shervashidze11a/shervashidze11a.pdf]
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## Approach - `sub2vec`

docs/proposal_presentation.html

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<!DOCTYPE html>
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<html xmlns="http://www.w3.org/1999/xhtml" lang="" xml:lang="">
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<html>
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<head>
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<title>What the Git is going on here?</title>
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<meta charset="utf-8" />
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<meta charset="utf-8">
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<link rel="stylesheet" href="xaringan-themer.css" type="text/css" />
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</head>
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<body>
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&lt;img src='https://upload.wikimedia.org/wikipedia/commons/c/c6/Topological_Ordering.svg' height='300'&gt;
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Source: [Wikimedia](https://upload.wikimedia.org/wikipedia/commons/c/c6/Topological_Ordering.svg)
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# Introduction - EDA: Simple Repo
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### What are workflow patterns across Git repositories?
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### What are common sub-patterns in the way people use Git?
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### What are common sub-patterns in the way people use Git?
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### What are workflow patterns across Git repositories?
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## Approach - `Node2vec`
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- Samples network neighborhoods of each node using the biased random walks
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.pull-left[- Samples network neighborhoods of each node using the biased random walks
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- Based on `Weisfeiler-Lehman Graph Kernels`
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- iterate nodes and edges, relabel and group, represent the features in a vector
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- iterate nodes and edges, relabel and group, represent the features in a vector]
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![](imgs/wl_kernel.png)
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.pull-right[![](imgs/wl_kernel.png)]
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[Source: http://www.jmlr.org/papers/volume12/shervashidze11a/shervashidze11a.pdf]
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## Approach - `sub2vec`
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- UBC-MDS Students
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</textarea>
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<style data-target="print-only">@media screen {.remark-slide-container{display:block;}.remark-slide-scaler{box-shadow:none;}}</style>
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<script src="https://remarkjs.com/downloads/remark-latest.min.js"></script>
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<script>var slideshow = remark.create({
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"highlightStyle": "github",
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if (window.HTMLWidgets) slideshow.on('afterShowSlide', function (slide) {
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window.dispatchEvent(new Event('resize'));
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});
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(function(d) {
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var s = d.createElement("style"), r = d.querySelector(".remark-slide-scaler");
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(function() {
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var d = document, s = d.createElement("style"), r = d.querySelector(".remark-slide-scaler");
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if (!r) return;
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s.type = "text/css"; s.innerHTML = "@page {size: " + r.style.width + " " + r.style.height +"; }";
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d.head.appendChild(s);
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})(document);
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(function(d) {
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var el = d.getElementsByClassName("remark-slides-area");
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if (!el) return;
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var slide, slides = slideshow.getSlides(), els = el[0].children;
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for (var i = 1; i < slides.length; i++) {
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slide = slides[i];
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if (slide.properties.continued === "true" || slide.properties.count === "false") {
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els[i - 1].className += ' has-continuation';
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var s = d.createElement("style");
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s.type = "text/css"; s.innerHTML = "@media print { .has-continuation { display: none; } }";
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d.head.appendChild(s);
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})(document);
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// delete the temporary CSS (for displaying all slides initially) when the user
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// starts to view slides
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(function() {
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slideshow.on('beforeShowSlide', function(slide) {
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var sheets = document.styleSheets, node;
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node = sheets[i].ownerNode;
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node.parentNode.removeChild(node);
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deleted = true;
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<script>
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var links = document.getElementsByTagName('a');
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for (var i = 0; i < links.length; i++) {
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if (/^(https?:)?\/\//.test(links[i].getAttribute('href'))) {
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links[i].target = '_blank';
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}
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}
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})();
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</script>
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<script>
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slideshow._releaseMath = function(el) {
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var i, text, code, codes = el.getElementsByTagName('code');
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var i, text, code, codes = document.getElementsByTagName('code');
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for (i = 0; i < codes.length;) {
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code = codes[i];
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}
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slideshow._releaseMath(document);
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})();
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</script>
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<!-- dynamically load mathjax for compatibility with self-contained -->
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<script>

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