https://github.com/alextanhongpin/hidden-markov-model

Implementing hidden markov model in different languages
https://github.com/alextanhongpin/hidden-markov-model

hidden-markov-model hmm trellis viterbi

Last synced: about 1 year ago
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Implementing hidden markov model in different languages

• Host: GitHub
• URL: https://github.com/alextanhongpin/hidden-markov-model
• Owner: alextanhongpin
• Created: 2018-02-16T04:15:35.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2019-06-24T04:40:52.000Z (almost 7 years ago)
• Last Synced: 2025-01-29T21:54:18.773Z (over 1 year ago)
• Topics: hidden-markov-model, hmm, trellis, viterbi
• Language: Jupyter Notebook
• Size: 201 KB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Hidden Markov Model

![hmm](assets/hmm.png)

One of the applications of HMM is to predict the sequence of state changes, based on the sequence of observations.

## Viterbi

The Viterbi Algorithm is a dynamic programming algorithm for finding the most likely sequence of hidden states - called the *Viterbi path* - that results in a sequence of observed events, especially in the context of Markov information sources and hidden Markov models.

## Trellis Diagram

![trellis](assets/trellis.png)