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Kai Staats 2016-07-16 12:20:51 -06:00 committed by GitHub
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</section>
<section class="main-content">
<p><a href="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_desktop.png"><img src="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_desktop-224x300.png" alt="Karoo GP by Kai Staats" width="224" height="300" hspace="20" align="left"></a></p>
<p>Karoo GP is a evolutionary algorithm, a genetic programming application suite written in Python which provides both symbolic regression and classification analysis. Karoo GP is a scalable platform with multicore support, designed to readily work with realworld data. <em>No programming required.</em> As a teaching tool, it enables instructors to share step-by-step how an evolutionary algorithm arrives to its solution. As a hands-on learning tool, Karoo GP supports rapid, repeatable experimentation.</p>
<p><a href="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_desktop.png"><img src="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_desktop-224x300.png" alt="Karoo GP by Kai Staats" width="224" height="300" hspace="20" align="left"></a> Karoo GP is a evolutionary algorithm, a genetic programming application suite written in Python which provides both symbolic regression and classification analysis. Karoo GP is a scalable platform with multicore support, designed to readily work with realworld data. <em>No programming required.</em> As a teaching tool, it enables instructors to share step-by-step how an evolutionary algorithm arrives to its solution. As a hands-on learning tool, Karoo GP supports rapid, repeatable experimentation.</p>
<p>Karoo GP includes a Desktop application with an intuitive user interface, a fully scriptable Server application with user defined default parameters and command-line arguments; a stand-alone Python script which generates randomly constructed subsets of larger datasets and another which normalises datasets; and a toy model which shows the inner workings of multiclass classification.</p>
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<p>The full Karoo GP suite will be available by the close of July via <a href="https://github.com/kstaats/karoo_gp">github</a>. <em>Stay tuned!</em></p>
<p><a href="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_args.png"><img src="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_args-95x128.png" alt="Karoo GP by Kai Staats" width="95" height="128"></a> <a href="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_silent.png"><img src="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_silent-95x128.png" alt="Karoo GP by Kai Staats" width="95" height="128"></a> <a href="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_tree_print.png"><img src="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_tree_print-95x128.png" alt="Karoo GP by Kai Staats" width="95" height="128"></a> <a href="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_runtime_options.png"><img src="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_runtime_options-95x128.png" alt="Karoo GP by Kai Staats" width="95" height="128"></a> <a href="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_go_test.png"><img src="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_go_test-95x128.png" alt="Karoo GP by Kai Staats" width="95" height="128"></a> <a href="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_interactive_mode.png"><img src="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_interactive_mode-95x128.png" alt="Karoo GP by Kai Staats" width="95" height="128"></a> <a href="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_debug_mode.png"><img src="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_debug_mode-95x128.png" alt="Karoo GP by Kai Staats" width="95" height="128"></a> <a href="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_cpu_time.png"><img src="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_cpu_time-95x128.png" alt="Karoo GP by Kai Staats" width="95" height="128"></a> <a href="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_population_archive.png"><img src="http://www.kaistaats.com/wp-content/uploads/2016/07/screenshot_karoo_gp_population_archive-105x128.png" alt="Karoo GP by Kai Staats" width="105" height="128"></a></p>
<footer class="site-footer">
<span class="site-footer-owner"><a href="https://github.com/kstaats/karoo_gp">Karoo gp</a> is maintained by <a href="https://github.com/kstaats">kstaats</a>.</span>

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