https://github.com/millionintegrals/hidden-markov-models

My repository containing independent implementation of Hidden Markov Model algorithms
https://github.com/millionintegrals/hidden-markov-models

hidden-markov-model machine-learning python

Last synced: about 1 year ago
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My repository containing independent implementation of Hidden Markov Model algorithms

• Host: GitHub
• URL: https://github.com/millionintegrals/hidden-markov-models
• Owner: MillionIntegrals
• License: mit
• Created: 2018-01-14T16:15:19.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2018-02-06T11:52:40.000Z (over 8 years ago)
• Last Synced: 2025-02-13T21:16:39.066Z (over 1 year ago)
• Topics: hidden-markov-model, machine-learning, python
• Language: Python
• Size: 22.5 KB
• Stars: 2
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# hidden-markov-models

My repository containing independent implementation of Hidden Markov Model algorithms.

Implemented algorithms:

- Forward-backward algorithm

- Viterbi algorithm

- Baum-Welch algorithm

### Useful links

- https://en.wikipedia.org/wiki/Hidden_Markov_model

- https://en.wikipedia.org/wiki/Forward_algorithm

- https://en.wikipedia.org/wiki/Forward%E2%80%93backward_algorithm

- https://en.wikipedia.org/wiki/Viterbi_algorithm

- https://en.wikipedia.org/wiki/Baum%E2%80%93Welch_algorithm

### Research papers

- http://www.ece.ucsb.edu/Faculty/Rabiner/ece259/Reprints/tutorial%20on%20hmm%20and%20applications.pdf