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Gaussian Mixture Regression

Project description

Travis Code Health

Gaussian Mixture Models (GMMs) for clustering and regression in Python.

Source code repository: https://github.com/AlexanderFabisch/gmr

Example

Estimate GMM from samples and sample from GMM:

from gmr import GMM

gmm = GMM(n_components=3, random_state=random_state)
gmm.from_samples(X)
X_sampled = gmm.sample(100)

For more details, see:

help(gmr)

Installation

Install from PyPI:

sudo pip install gmr

or from source:

sudo python setup.py install

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