/EM_algorithm_poisson_mixture

EM algorithm for Poisson mixture

Primary LanguageJupyter Notebook

EM_algorithm_poisson_mixture

Implementation of EM algorithm for a mixture of poissons.

Packages required: numpy, scipy, pandas.

Additional packages required for running the example in the notebook example_EM_poisson.ipynb: tensorflow_probability.

See the pdf EM_poisson_mixture.pdf for more details on the steps of the algorithm.