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Changes to _layouts/default.html to render Mathjax correctly.
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Support_Vector_Machines.md

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---
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layout: default
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title: "Support Vector Machines"
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permalink: /support-vector-machines/
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---
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I have always been interested in doing a deep dive by the fact that they use kernels to turn linearly unseparable feature space by virtue of a kernel formed by switching into a higher dimension and always felt like exploring how these can be used to understand the ability of **Universal Approximation Algorithm**.

_layouts/default.html

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<head>
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<meta charset="utf-8" />
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<meta name="viewport" content="width=device-width,initial-scale=1" />
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<title>{{ page.title | default: site.title }}</title>
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<title>{% if page.title %}{{ page.title }} | {% endif %}{{ site.title | default: "My Site" }}</title>
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<!-- site CSS -->
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<link rel="stylesheet" href="{{ '/assets/css/main.css' | relative_url }}">
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</head>
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<body>
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<header>
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<h1><a href="{{ '/' | relative_url }}">{{ site.title | default: "My Site" }}</a></h1>
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<p class="site-title"><a href="{{ '/' | relative_url }}">{{ site.title | default: "My Site" }}</a></p>
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{% if page.title %}
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<h1 class="page-title">{{ page.title }}</h1>
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{% endif %}
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</header>
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<main>

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