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	<title>All My Brain &#187; algorithms</title>
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		<title>Implementing the Apriori Data Mining Algorithm with JavaScript</title>
		<link>http://allmybrain.com/2007/11/12/implementing-the-apriori-data-mining-algorithm-with-javascript/</link>
		<comments>http://allmybrain.com/2007/11/12/implementing-the-apriori-data-mining-algorithm-with-javascript/#comments</comments>
		<pubDate>Mon, 12 Nov 2007 16:29:23 +0000</pubDate>
		<dc:creator>Dennis</dc:creator>
				<category><![CDATA[Programming]]></category>
		<category><![CDATA[algorithms]]></category>
		<category><![CDATA[apriori]]></category>
		<category><![CDATA[data mining]]></category>
		<category><![CDATA[javascript]]></category>

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		<description><![CDATA[I've been working on my thesis for a little too long. I'm hopefully about finished, but that is beside the point. Part of what I've been working on revolves around the Apriori Data Mining algorithm. If you know what Apriori is, and you are looking for how to implement it, then this post is for [...]]]></description>
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		<slash:comments>26</slash:comments>
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		<title>Similarity of texts: The Vector Space Model with Python</title>
		<link>http://allmybrain.com/2007/10/19/similarity-of-texts-the-vector-space-model-with-python/</link>
		<comments>http://allmybrain.com/2007/10/19/similarity-of-texts-the-vector-space-model-with-python/#comments</comments>
		<pubDate>Fri, 19 Oct 2007 16:51:19 +0000</pubDate>
		<dc:creator>Dennis</dc:creator>
				<category><![CDATA[Programming]]></category>
		<category><![CDATA[algorithms]]></category>
		<category><![CDATA[comparison]]></category>
		<category><![CDATA[cosine measure]]></category>
		<category><![CDATA[python]]></category>
		<category><![CDATA[similarity]]></category>
		<category><![CDATA[text compare]]></category>
		<category><![CDATA[vector space model]]></category>

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		<description><![CDATA[I'm working on a little task that compares the similarity of text documents. One of the most common methods of doing this is called the Vector Space Model. In short, you map words from the documents you want to compare onto a vector that is based on the words found in all documents. Then, you [...]]]></description>
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		<slash:comments>8</slash:comments>
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