zaxliu / hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

hmmlearn ========

hmmlearn is a set of algorithms for unsupervised learning and inference of Hidden Markov Models. For supervised learning learning of HMMs and similar models see seqlearn.

Important links

• Official source code repo: https://github.com/hmmlearn/hmmlearn
• HTML documentation (stable release): https://hmmlearn.readthedocs.org/en/stable
• HTML documentation (development version): https://hmmlearn.readthedocs.org/en/latest

Dependencies

The required dependencies to use hmmlearn are

• Python >= 2.6
• NumPy (tested to work with >=1.9.3)
• SciPy (tested to work with >=0.16.0)
• scikit-learn >= 0.16

You also need Matplotlib >= 1.1.1 to run the examples and pytest >= 2.6.0 to run the tests.

Installation

First make sure you have installed all the dependencies listed above. Then run the following command:

pip install -U --user hmmlearn