Here you can find the notebooks used to conduct the analysis and to develop the models.
Looking the best number of latent states for Hidden Markov Models with GLM emissions.
Hidden Markov Model with Poisson emissions. Priors and covariates on initial probabilities and transition matrix. On emission is set up a GLM.
Hidden Markov Model with Poisson emissions. Priors and covariates on initial probabilities and transition matrix
Looking the best number of latent states for Hidden Markov Models.
Hidden Markov Model with Poisson emissions and priors on initial probabilities and transition matrix
Studying and testing Bayesian models on Pyro for next integrations.
This notebook was used to experiment differnt models and their structure
Hidden Markov Model with Poisson emissions
Data visualization and manipulation with tidyverse package.
This notebook was created by a previous bachelor student who used for his/her thesis
