Expectation-Maximization (EM) algorithm for fitting mixtures of probability distributions
Project description
mixem is a pure-python implementation of the Expectation-Maximization (EM) algorithm for fitting mixtures of distributions. It works in Python 2 and Python 3 (tested with 2.7 and 3.5.1).
Features
Built-in support for several distributions
Easily define custom distributions
Dependencies
NumPy v1.7.0 or newer
SciPy v0.14.0 or newer
Installation
pip install mixem
Project details
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mixem-0.0.4.tar.gz
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