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multinomial-hmm [![npm version](https://badge.fury.io/js/multinomial-hmm.svg)](https://badge.fury.io/js/multinomial-hmm)\nDead simple multinomial hmm in NodeJs\n\n## Usage\n```\nvar MultinomialHMM = require(\"./lib/multinomial-hmm\")\n\n// Example from wikipedia\nstates = ['Healthy', 'Fever']\nobservations = ['normal', 'cold', 'dizzy']\nstart_probability = {'Healthy': 0.6, 'Fever': 0.4}\ntransition_probability = {\n  'Healthy' : {'Healthy': 0.7, 'Fever': 0.3},\n  'Fever' : {'Healthy': 0.4, 'Fever': 0.6}\n}\nemission_probability = {\n  'Healthy' : {'normal': 0.5, 'cold': 0.4, 'dizzy': 0.1},\n  'Fever' : {'normal': 0.1, 'cold': 0.3, 'dizzy': 0.6}\n}\n\nlet hmm = new MultinomialHMM(start_probability, transition_probability, emission_probability)\nconsole.log(hmm.predict(observations));\n```\n\n## Reference\nViterbi : https://en.wikipedia.org/wiki/Viterbi_algorithm\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffs02%2Fmultinomial-hmm","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffs02%2Fmultinomial-hmm","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffs02%2Fmultinomial-hmm/lists"}