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63 lines
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4.8 KiB
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<span class="hidden">CLiki - cl-ana</span>
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<div id="content"><div id="content-area"><div id="article-title">cl-ana</div><div id="article"><a href="https://github.com/ghollisjr/cl-ana">cl-ana</a> aims to provide the basic tools necessary to analyze large/medium-large datasets.<p>The <a href="https://github.com/ghollisjr/cl-ana/wiki">wiki</a> serves as the manual/tutorial for cl-ana.<p>cl-ana is highly modular, and is intended to be an extensible collection of <a href="utilities.html" class="category">utilities</a> as opposed to a monolithic application<p>Supported so far:<p><ul>
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<li>
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<b>Tabular data</b>: Provides unified interface for working with HDF5, ntuples (like PAW from CERN), CSVs (using <a href="cl-csv.html" class="internal">cl-csv</a>), and new <a href="data formats.html" class="internal">formats</a> can be added via specializing on generic functions.</li>
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<li>
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<b>Histogramming/Binned data analysis</b>: Contiguous, sparse and categorical histograms are provided along with integration/projection along any axes of the histogram, slicing, arithmetic, and functional access (map, filter, reduce).</li>
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<li>
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<b>Plotting</b>: <a href="http://www.gnuplot.info/">gnuplot</a> is used for <a href="plotting.html" class="category">plotting</a>/visualization; supports plotting LISP functions, formulae as strings, alists, histograms, and can be extended.</li>
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<li>
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<b>Fitting</b>: Nonlinear least squares fitting is handled via a frontend to <a href="gsll.html" class="internal">gsll</a>; allows LISP functions to be fitted against alists, histograms and can be extended to allow other data sources.</li>
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<li>
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<b>Generic <a href="mathematics.html" class="category">mathematics</a>:</b> CL doesn't come with extensible math functions/operations, so generic versions are provided. On top of this is built e.g. the tensor sublibrary, which treats nested sequences of arbitrary depth as tensors, and defines element-wise functions for all of the generic math functions you create automatically (think matlab). Also included are utilities for error propogation and quantities (numbers with <a href="units.html" class="category">units</a>).</li>
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</ul><p><hr>
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<a href="statistics.html" class="category">statistics</a> <a href="language extension.html" class="category">language extension</a></div></div>
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