A Hidden Markov Model Library

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The slides from my lightning talk at the 25th Pydata London Meetup. I present an open source library for Hidden Markov Models, and ask for help to develop it further.

Tecnología

A Hidden Markov Model Library
Peter Bleackley
Playful Technology Limited

● Inspired by “Introduction to
Artificial Intelligence” MOOC
taught by Peter Norvig and
Sebastian Thrun
● Learnt about Hidden Markov
Models
● Decided to try implementing them
● Now I've got a Hidden Markov
Model library, what shall I do with
it?

Release It!
https://pypi.python.org/pypi/Markov
sudo pip install Markov

Code Repository
https://sourceforge.net/projects/python-hidden-markov/

Still in alpha
● You can't maintain a good library single handed
● I need your help
● Please consider contributing
– Improve training
– Initial state distributions
– Efficiency
– Hierarchical HMMs
– ???

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