Fitting a scikits.learn.hmm.GaussianHMM to variable length training sequences
You may do re-sampling to “reshape” a given input to the desired length.
hidden-markov-models
What is the difference between markov chains and hidden markov model?
To explain by example, I’ll use an example from natural language processing. Imagine you want to know the probability of this sentence: I enjoy coffee In a Markov model, you could estimate its probability by calculating: P(WORD = I) x P(WORD = enjoy | PREVIOUS_WORD = I) x P(word = coffee| PREVIOUS_WORD = enjoy) Now, … Read more