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Implement the EM algorithm for a Gaussian mixture model and apply it to cluster images

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.ipynb_checkpoints		.ipynb_checkpoints
images.sf		images.sf
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README.md		README.md
chosen_images.png		chosen_images.png

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Goals

implement the EM algorithm for a Gaussian mixture model
apply your implementation to cluster images
explore clustering results and interpret the output of the EM algorithm

Packages used

graphlab
numpy
matplotlib
copy
scipy.stats - multivariate_normal -

Used data set

used data is generated inside the notebook.

Algorithms used :

EM algorithm .
Gaussian mixture model .

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Implement the EM algorithm for a Gaussian mixture model and apply it to cluster images

machine-learning-algorithms gaussian-mixture-models scipy graphlab-create

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