RBenchmarkCode/index.html at master · duncantl/RBenchmarkCode · GitHub

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<!DOCTYPE HTML PUBLIC "-//IETF//DTD HTML//EN">
<html> <head>
<title></title>
</head>

<body>
<h1></h1>

<h2>Simulations</h2>
<ol>
<li> &#10003; <a href="RandomWalk2D">2D random walk</a>

<li> &#10003; <a href="BML">BML</a>

<li> &#10003; <a href="PairsTrading">Pairs Trading</a>

<li> &#10003; <a href="ReinforcedRandomWalk">Reinforced 2D random walk</a>
</ol>

<h2>Data Input and memory</h2>
<ol>
<li> &#10003; <a href="WirelessDataIO">Mannheim I/O</a>

<li> &#10003; <a href="RobotLogsIO">Robots - I/O</a>

<li> <a href="SampleCSV">Sampling streaming records</a>
     FastCSV

</ol>

<h2>R Implementations of Some Statistical Methods</h2>

<li> &#10003; <a href="Distances">Distance calculations</a>

<li> &#10003; <a href="Bootstrap">Simple bootstrap</a>
    <br/>
  &#10003; inverse CDF - exponential

<li>&#10003; <a href="RNG">Acceptance rejection sampling</a>

<li> &#10003; <a href="">MCMC</a> (Paul Baines)

<li> &#10003; <a href="RNG">MCMC - simple</a>
    <br/>
  * More interesting example

<li> &#10003; <a href="RNG">R implementations of dnorm, rnorm</a>
    <br/>

</ol>

<h2>Statistical Algorithms</h2>
<li> &#10003; &#10003; <a href="Clustering">Hierarchical clustering</a>


<h2>Coming Soon</h2>
<li> Classification Trees
    <br/>
 Random Forests
    <br/>
     Current version at <a
    href="https://github.com/nick-ulle/mlexamples">https://github.com/nick-ulle/mlexamples</a>
    by Nick Ulle

<li>k nearest neighbors
   Mannheim wireless data

<li> Log Likelihood Functions - loop fusion
    <br/>
  optimization (optim BFGS or simulated annealing)

<li>
    Spam - Naieve Bayes

<h2>Others</h2>


<li> Birth death process


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<hr>
<address><a href="http://www.stat.ucdavis.edu/~duncan">Duncan Temple Lang</a>
<a href=mailto:dtemplelang@ucdavis.edu>&lt;dtemplelang@ucdavis.edu&gt;</a></address>
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Last modified: Tue Dec 10 11:31:06 PST 2013
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