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Gaussian Mixture Model

version 1.0 (3.51 KB) by

This simulates the Gaussian Mixture Model

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The GMM returns the cluster centroid and cluster variances for a family of points if the number of clusters are predefined. The centroid and variance can then be passed to a Gaussian pdf to compute the similarity of a input query point with reference to given cluster.

Comments and Ratings (7)

li liu

li liu (view profile)

Y cc

Y cc (view profile)

well done

shamla

shamla (view profile)

i need to apply gmm for iris dataset and obtain 3 clusters.The final result should display the index of datapoints/ datapoints itself, in each of the clusters. i need help about this as soon as possible. please help

shuzee

shuzee (view profile)

Can it be extended?

Omid Aghazadeh

The code assumes isotropic Gaussians.

Ilina

Ilina (view profile)

Great job :)

Amit Dvash

Although not documented the variable and function names made it easy (for me) to follow the code. I liked it ;)

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