Jacob Schreiber | Pomegranate: fast and flexible probabilistic models in python
PyData Chicago 2016
Slides: http://www.slideshare.net/secret/cxZT...
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. 00:00 Welcome!
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