{"library":"hmmlearn","type":"library","category":null,"description":"hmmlearn is a Python library for unsupervised learning of Hidden Markov Models (HMMs) with an API designed to be compatible with scikit-learn. It includes implementations for Gaussian HMMs, Multinomial HMMs, and GMM-HMMs. The current version is 0.3.3, and it receives updates for bug fixes and compatibility, though major feature releases are infrequent.","language":"python","status":"active","version":"0.3.3","tags":["machine-learning","hidden-markov-model","HMM","scikit-learn-api","unsupervised-learning","sequence-modeling"],"last_verified":"Sat May 23","install":[{"cmd":"pip install hmmlearn","imports":["from hmmlearn import hmm\nmodel = hmm.GaussianHMM(...)","from hmmlearn import hmm\nmodel = hmm.MultinomialHMM(...)","from hmmlearn import hmm\nmodel = hmm.GMMHMM(...)"]}],"homepage":"https://hmmlearn.readthedocs.io","github":"https://github.com/hmmlearn/hmmlearn","docs":null,"changelog":null,"pypi":"https://pypi.org/project/hmmlearn/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":9.3,"avg_import_s":3.47,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/hmmlearn/compatibility"}}