pyDPMP is a Python implementation of the Diverse Particle Max-Product algorithm (D-PMP) for maximum a posteriori estimation in continuous, pairwise Markov random fields as described in Pacheco et al. 2014 and Pacheco et al. 2015.
pyDPMP is compatible with Python 2.7, 3.3, 3.4, and 3.5.
To install pyDPMP just run
pip install pyDPMP
Check out the examples/ directory for some examples in the form of IPython notebooks.