spacecruft
/
karoo_gp
1
0
Fork 0
Code Issues Pull Requests Releases Wiki Activity

Update index.html

gh-pages
Kai Staats 2017-02-10 18:20:15 -07:00 committed by GitHub
parent 00f852df87
commit e299f6044f
1 changed files with 2 additions and 2 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

4
index.html
View File

@ -19,9 +19,9 @@
</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> 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 and GPU 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 Genetic Programming (GP) suite, a subset of Machine Learning written in Python. GP provides both symbolic regression and classification analysis. Karoo GP is a scalable platform with multicore and GPU support (via TensorFlow), 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>
<p>Karoo GP includes a Desktop application with an intuitive user interface, a fully scriptable Server application with user defined default parameters, command-line arguments, and automatically generate evolutionary population and parameter archives; 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>
<p>The included User Guide (PDF) offers system requirements, a crash-course in Genetic Programming, and use of Karoo GP for both the novice and advanced user.