Difference between revisions of "Resources"

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** Russell and Norvig, Artificial Intelligence: a modern approach, 3rd ed, sections 15.3, 20.3.3.
 
** Russell and Norvig, Artificial Intelligence: a modern approach, 3rd ed, sections 15.3, 20.3.3.
 
** [https://web.stanford.edu/~jurafsky/slp3/9.pdf Speech and Language Processing, 3rd ed, Chapter 9 by Daniel Jurafsky and James H. Martin]
 
** [https://web.stanford.edu/~jurafsky/slp3/9.pdf Speech and Language Processing, 3rd ed, Chapter 9 by Daniel Jurafsky and James H. Martin]
** [Lawrence Rabiner tutorial "A tutorial on hidden Markov models and selected applications in speech recognition"]
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** [http://www.ece.ucsb.edu/Faculty/Rabiner/ece259/Reprints/tutorial%20on%20hmm%20and%20applications.pdf Lawrence Rabiner tutorial "A tutorial on hidden Markov models and selected applications in speech recognition"]
 
** Christopher Bishop's "Pattern Recognition and Machine Learning", Section 13.2
 
** Christopher Bishop's "Pattern Recognition and Machine Learning", Section 13.2
 
** [https://stats.stackexchange.com/questions/3294/resources-for-learning-markov-chain-and-hidden-markov-models StackExchange thread "Resources for learning Markov chain and hidden Markov models"]
 
** [https://stats.stackexchange.com/questions/3294/resources-for-learning-markov-chain-and-hidden-markov-models StackExchange thread "Resources for learning Markov chain and hidden Markov models"]
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** [http://cs.jhu.edu/~jason/papers/eisner.hmm.xls Jason Eisner's spreadsheet for teaching the forward-backward algorithm] and [https://cs.jhu.edu/~jason/papers/eisner.tnlp02.pdf his paper on using it for teaching]  
 
** [http://cs.jhu.edu/~jason/papers/eisner.hmm.xls Jason Eisner's spreadsheet for teaching the forward-backward algorithm] and [https://cs.jhu.edu/~jason/papers/eisner.tnlp02.pdf his paper on using it for teaching]  
 
** [https://www.quora.com/What-are-some-good-resources-for-learning-about-Hidden-Markov-Models Quora question "What are some good resources for learning about Hidden Markov Models?"]
 
** [https://www.quora.com/What-are-some-good-resources-for-learning-about-Hidden-Markov-Models Quora question "What are some good resources for learning about Hidden Markov Models?"]
* Model AI Assignments
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* [http://modelai.gettysburg.edu Model AI Assignments]
 
** [http://modelai.gettysburg.edu/2017/hmm Sravana Reddy's "Implementing a Hidden Markov Model Toolkit"]
 
** [http://modelai.gettysburg.edu/2017/hmm Sravana Reddy's "Implementing a Hidden Markov Model Toolkit"]
 
** [http://modelai.gettysburg.edu/2010/pacman/projects/tracking/busters.html John DeNero and Dan Klein's "The Pac-Man Projects" Project #4: Ghostbusters]
 
** [http://modelai.gettysburg.edu/2010/pacman/projects/tracking/busters.html John DeNero and Dan Klein's "The Pac-Man Projects" Project #4: Ghostbusters]

Revision as of 23:47, 1 March 2018

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Hidden Markov Models