diversity uses a Bayesian approach to detect multiple modes of protein-DNA binding from high throughput ChIP data. It is available both as a web based application and as a downloadable software.
Diversity software can be downloaded and run on any Linux or Mac system. The source code and installation guidelines can be found at http://narlikarlab.github.io/DIVERSITY/