hidden-markov-models hmmlearn gaussian-mixture-model

Difference between number of states and number of mixtures in Gaussian Mixture Model?

I am using the GMMHMM library and I can not figure out the difference between

 n_components : Number of states in the model.
 n_mix : Number of states in the GMM.

Solution

n_components means the states in the Hidden Markov Model; n_mix means the number of the mixtures in the mixture gaussian distribution corresponding to each state.

Finding probabilities of patterns in asset price movements based on multiple variables
I don't understand fitHMM() error on parameter bounds
Why do my HSMM model transition matrix and predicted state sequence transition matrix differ significantly?
What does probabilities estimated at the boundary mean? Hidden Markov Models in R using depmixS4 package
Learning hidden markov model in R
hmmlearn MultinomialHMM emissionprob_ size
Package issue trying to plot a Hidden Markov Model
How to Make a One-Step-Ahead Prediction for Observed State Using hmmTMB in R?
How to solve basic HMM problems with hmmlearn
depmixS4 Hiden Markov Model HMM data formula
How to get HMM working with real-valued data in Tensorflow
MultinomialHMM: ValueError: Total count for each sample should add up to the number of trials
Difference between number of states and number of mixtures in Gaussian Mixture Model?
R-Package for continuous time Hidden Markov Models
Creating names for a list of doubles to a "List of named Vectors"
Baum-Welch algorithm showing Log-likelihood: NaN BIC criterium: NaN AIC criterium: NaN
How to visualize a hidden Markov model in Python?
Implementing markov Chain Example - java
HMM vs Deep Learning for Speech Emotion Recognition (SER)
Why does Viterbi algorithm (POS tagging) always predict one tag?
Viterbi algorithm without fitting a HMM model, python
Error during MoveHMM for location data
PyMC: Parameter estimation in a Markov system
multinomial-hmm using R
How to use HiddenMarkovModel from tensorflow probability?
TensorFlow Hidden Markov Model with more complex structure
Best possible way to add the likely event and its probability from a cross table in R
How to predict out-of-sample observations with depmixS4 package in R?
R alternatives to JAGS/BUGS
How to create parameters for HMM model of online handwriting recognition?