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{
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"cells" : [
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+ {
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+ "cell_type" : " markdown" ,
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+ "metadata" : {},
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+ "source" : [
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+ " # 2 Spectral Graph Theory\n " ,
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+ " \n " ,
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+ " We'll see here two of the most celebrated algorithms stemming from Spectral Graph Theory:\n " ,
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+ " 1. [Spectral clustering](https://en.wikipedia.org/wiki/Spectral_clustering): clustering data using a similarity graphs\n " ,
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+ " 1. [Laplacian eigenmaps](https://en.wikipedia.org/wiki/Nonlinear_dimensionality_reduction#Laplacian_eigenmaps): dimensionality reduction which preserves geodesic distances"
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+ ]
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+ },
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{
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"cell_type" : " code" ,
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"execution_count" : null ,
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" from mpl_toolkits.mplot3d import Axes3D"
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]
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},
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- {
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- "cell_type" : " markdown" ,
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- "metadata" : {},
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- "source" : [
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- " # 2 Spectral Graph Theory\n " ,
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- " \n " ,
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- " We'll see here two of the most celebrated algorithms stemming from Spectral Graph Theory:\n " ,
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- " 1. [Spectral clustering](https://en.wikipedia.org/wiki/Spectral_clustering): clustering data using a similarity graphs\n " ,
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- " 1. [Laplacian eigenmaps](https://en.wikipedia.org/wiki/Nonlinear_dimensionality_reduction#Laplacian_eigenmaps): dimensionality reduction which preserves geodesic distances"
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- ]
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- },
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"cell_type" : " markdown" ,
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"metadata" : {},
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