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Pomegranate: fast and flexible probabilistic models in python


PyData Chicago 2016


pomegranate is a python module for probabilistic modelling focusing on both ease of use and speed, beating out competitors, including scikit-learn, in benchmarks. In this talk I will describe how to use pomegranate to simply create sophisticated hidden Markov models, Bayesian Networks, General Mixture Models (and more!) and benchmark their implementations to other python packages.

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