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The Topic Model Analyzer (TMA) is a simple tool for exploring and analyzing your real-world data with modern topic models. 
Using a modern, javascript-enabled web-browser (preferably not IE, yet...), navigate to http://geordi.cs.uiowa.edu/tma and begin using TMA on any reasonably sized dataset.
NOTE: To prevent security vulnerabilities, the online TMA has vastly reduced functionality.
NOTE: As of 11 April 2013, the online TMA is broken and I no longer have access to the server. I will attempt to find a new vps and rehost TMA soon!

TMA is distributed under GPL 3.0.

See the TMA wiki https://github.com/cjrd/TMA/wiki for documentation, tutorials, and implementation details.
Please submit bug reports or feature requests at https://github.com/cjrd/TMA/issues