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A Hidden Markov Model Library

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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.

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.

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A Hidden Markov Model Library

  1. 1. A Hidden Markov Model Library Peter Bleackley Playful Technology Limited
  2. 2. ● 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?
  3. 3. Release It! https://pypi.python.org/pypi/Markov sudo pip install Markov
  4. 4. Code Repository https://sourceforge.net/projects/python-hidden-markov/
  5. 5. 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 – ???
  6. 6. peter.bleackley@playfultechnology.co.uk

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