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<html><head><meta charset="UTF-8" /><title>lambda-ml.core documentation</title><link rel="stylesheet" type="text/css" href="css/default.css" /><link rel="stylesheet" type="text/css" href="css/highlight.css" /><script type="text/javascript" src="js/highlight.min.js"></script><script type="text/javascript" src="js/jquery.min.js"></script><script type="text/javascript" src="js/page_effects.js"></script><script>hljs.initHighlightingOnLoad();</script></head><body><div id="header"><h2>Generated by <a href="https://github.com/weavejester/codox">Codox</a></h2><h1><a href="index.html"><span class="project-title"><span class="project-name">Lambda-ml</span> <span class="project-version">0.1.1</span></span></a></h1></div><div class="sidebar primary"><h3 class="no-link"><span class="inner">Project</span></h3><ul class="index-link"><li class="depth-1 "><a href="index.html"><div class="inner">Index</div></a></li></ul><h3 class="no-link"><span class="inner">Namespaces</span></h3><ul><li class="depth-1"><div class="no-link"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>lambda-ml</span></div></div></li><li class="depth-2"><div class="no-link"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>clustering</span></div></div></li><li class="depth-3 branch"><a href="lambda-ml.clustering.dbscan.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>dbscan</span></div></a></li><li class="depth-3 branch"><a href="lambda-ml.clustering.hierarchical.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>hierarchical</span></div></a></li><li class="depth-3"><a href="lambda-ml.clustering.k-means.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>k-means</span></div></a></li><li class="depth-2 branch current"><a href="lambda-ml.core.html"><div class="inner"><span class="tree" style="top: -114px;"><span class="top" style="height: 123px;"></span><span class="bottom"></span></span><span>core</span></div></a></li><li class="depth-2"><div class="no-link"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>data</span></div></div></li><li class="depth-3 branch"><a href="lambda-ml.data.binary-tree.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>binary-tree</span></div></a></li><li class="depth-3"><a href="lambda-ml.data.kd-tree.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>kd-tree</span></div></a></li><li class="depth-2 branch"><a href="lambda-ml.decision-tree.html"><div class="inner"><span class="tree" style="top: -83px;"><span class="top" style="height: 92px;"></span><span class="bottom"></span></span><span>decision-tree</span></div></a></li><li class="depth-2 branch"><a href="lambda-ml.distance.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>distance</span></div></a></li><li class="depth-2 branch"><a href="lambda-ml.ensemble.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>ensemble</span></div></a></li><li class="depth-2 branch"><a href="lambda-ml.factorization.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>factorization</span></div></a></li><li class="depth-2 branch"><a href="lambda-ml.metrics.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>metrics</span></div></a></li><li class="depth-2 branch"><a href="lambda-ml.naive-bayes.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>naive-bayes</span></div></a></li><li class="depth-2 branch"><a href="lambda-ml.nearest-neighbors.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>nearest-neighbors</span></div></a></li><li class="depth-2 branch"><a href="lambda-ml.neural-network.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>neural-network</span></div></a></li><li class="depth-2 branch"><a href="lambda-ml.random-forest.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>random-forest</span></div></a></li><li class="depth-2 branch"><a href="lambda-ml.regression.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>regression</span></div></a></li><li class="depth-2"><a href="lambda-ml.util.html"><div class="inner"><span class="tree"><span class="top"></span><span class="bottom"></span></span><span>util</span></div></a></li></ul></div><div class="sidebar secondary"><h3><a href="#top"><span class="inner">Public Vars</span></a></h3><ul><li class="depth-1"><a href="lambda-ml.core.html#var-derivative"><div class="inner"><span>derivative</span></div></a></li><li class="depth-1"><a href="lambda-ml.core.html#var-dot-product"><div class="inner"><span>dot-product</span></div></a></li><li class="depth-1"><a href="lambda-ml.core.html#var-l2-norm"><div class="inner"><span>l2-norm</span></div></a></li><li class="depth-1"><a href="lambda-ml.core.html#var-mean"><div class="inner"><span>mean</span></div></a></li><li class="depth-1"><a href="lambda-ml.core.html#var-median"><div class="inner"><span>median</span></div></a></li><li class="depth-1"><a href="lambda-ml.core.html#var-mode"><div class="inner"><span>mode</span></div></a></li><li class="depth-1"><a href="lambda-ml.core.html#var-random-partition"><div class="inner"><span>random-partition</span></div></a></li><li class="depth-1"><a href="lambda-ml.core.html#var-relu"><div class="inner"><span>relu</span></div></a></li><li class="depth-1"><a href="lambda-ml.core.html#var-relu.27"><div class="inner"><span>relu'</span></div></a></li><li class="depth-1"><a href="lambda-ml.core.html#var-sample-with-replacement"><div class="inner"><span>sample-with-replacement</span></div></a></li><li class="depth-1"><a href="lambda-ml.core.html#var-sample-without-replacement"><div class="inner"><span>sample-without-replacement</span></div></a></li><li class="depth-1"><a href="lambda-ml.core.html#var-sigmoid"><div class="inner"><span>sigmoid</span></div></a></li><li class="depth-1"><a href="lambda-ml.core.html#var-sigmoid.27"><div class="inner"><span>sigmoid'</span></div></a></li><li class="depth-1"><a href="lambda-ml.core.html#var-vector-with-intercept"><div class="inner"><span>vector-with-intercept</span></div></a></li></ul></div><div class="namespace-docs" id="content"><h1 class="anchor" id="top">lambda-ml.core</h1><div class="doc"><div class="markdown"></div></div><div class="public anchor" id="var-derivative"><h3>derivative</h3><div class="usage"><code>(derivative f)</code></div><div class="doc"><div class="markdown"></div></div><div class="src-link"><a href="https://github.com/cloudkj/lambda-ml/blob/master/src/lambda_ml/core.clj#L84">view source</a></div></div><div class="public anchor" id="var-dot-product"><h3>dot-product</h3><div class="usage"><code>(dot-product a b)</code></div><div class="doc"><div class="markdown"></div></div><div class="src-link"><a href="https://github.com/cloudkj/lambda-ml/blob/master/src/lambda_ml/core.clj#L6">view source</a></div></div><div class="public anchor" id="var-l2-norm"><h3>l2-norm</h3><div class="usage"><code>(l2-norm a)</code></div><div class="doc"><div class="markdown"></div></div><div class="src-link"><a href="https://github.com/cloudkj/lambda-ml/blob/master/src/lambda_ml/core.clj#L10">view source</a></div></div><div class="public anchor" id="var-mean"><h3>mean</h3><div class="usage"><code>(mean coll)</code></div><div class="doc"><div class="markdown"></div></div><div class="src-link"><a href="https://github.com/cloudkj/lambda-ml/blob/master/src/lambda_ml/core.clj#L14">view source</a></div></div><div class="public anchor" id="var-median"><h3>median</h3><div class="usage"><code>(median coll)</code></div><div class="doc"><div class="markdown"></div></div><div class="src-link"><a href="https://github.com/cloudkj/lambda-ml/blob/master/src/lambda_ml/core.clj#L18">view source</a></div></div><div class="public anchor" id="var-mode"><h3>mode</h3><div class="usage"><code>(mode coll)</code></div><div class="doc"><div class="markdown"></div></div><div class="src-link"><a href="https://github.com/cloudkj/lambda-ml/blob/master/src/lambda_ml/core.clj#L27">view source</a></div></div><div class="public anchor" id="var-random-partition"><h3>random-partition</h3><div class="usage"><code>(random-partition n coll)</code></div><div class="doc"><div class="markdown"><p>Returns n partitions of elements randomly selected from coll.</p></div></div><div class="src-link"><a href="https://github.com/cloudkj/lambda-ml/blob/master/src/lambda_ml/core.clj#L31">view source</a></div></div><div class="public anchor" id="var-relu"><h3>relu</h3><div class="usage"><code>(relu z)</code></div><div class="doc"><div class="markdown"></div></div><div class="src-link"><a href="https://github.com/cloudkj/lambda-ml/blob/master/src/lambda_ml/core.clj#L68">view source</a></div></div><div class="public anchor" id="var-relu.27"><h3>relu'</h3><div class="usage"><code>(relu' z)</code></div><div class="doc"><div class="markdown"></div></div><div class="src-link"><a href="https://github.com/cloudkj/lambda-ml/blob/master/src/lambda_ml/core.clj#L72">view source</a></div></div><div class="public anchor" id="var-sample-with-replacement"><h3>sample-with-replacement</h3><div class="usage"><code>(sample-with-replacement coll n)</code><code>(sample-with-replacement coll n s)</code></div><div class="doc"><div class="markdown"><p>Returns n randomly selected elements, with replacement, from coll.</p></div></div><div class="src-link"><a href="https://github.com/cloudkj/lambda-ml/blob/master/src/lambda_ml/core.clj#L38">view source</a></div></div><div class="public anchor" id="var-sample-without-replacement"><h3>sample-without-replacement</h3><div class="usage"><code>(sample-without-replacement coll n)</code><code>(sample-without-replacement coll n s)</code></div><div class="doc"><div class="markdown"><p>Returns n randomly selected elements, without replacement, from coll.</p></div></div><div class="src-link"><a href="https://github.com/cloudkj/lambda-ml/blob/master/src/lambda_ml/core.clj#L51">view source</a></div></div><div class="public anchor" id="var-sigmoid"><h3>sigmoid</h3><div class="usage"><code>(sigmoid z)</code></div><div class="doc"><div class="markdown"></div></div><div class="src-link"><a href="https://github.com/cloudkj/lambda-ml/blob/master/src/lambda_ml/core.clj#L76">view source</a></div></div><div class="public anchor" id="var-sigmoid.27"><h3>sigmoid'</h3><div class="usage"><code>(sigmoid' z)</code></div><div class="doc"><div class="markdown"></div></div><div class="src-link"><a href="https://github.com/cloudkj/lambda-ml/blob/master/src/lambda_ml/core.clj#L80">view source</a></div></div><div class="public anchor" id="var-vector-with-intercept"><h3>vector-with-intercept</h3><div class="usage"></div><div class="doc"><div class="markdown"></div></div><div class="src-link"><a href="https://github.com/cloudkj/lambda-ml/blob/master/src/lambda_ml/core.clj#L4">view source</a></div></div></div></body></html>