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topFeatureNum = 343105
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featureListToMatrix = FeatureDictListToMatrix('b')
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topIndices = featureListToMatrix.topIndices
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componentdict2 = featureListToMatrix.componentdict2
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featureMatrix = zeros((49999, topFeatureNum), float)
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y = pickle.load(f)
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z = pickle.load(f)
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featureNum = featureMatrix.T.shape [0]
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f1 = open('dump1000bitCorr.pkl', 'w')
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f = open('dump1000bitCorr.pkl', 'r')
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measureMatrix1 = pickle.load(f)
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index = 0
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f2 = open('dump1000bitTanimoto.pkl', 'r')
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measureMatrix2 = pickle.load(f2)
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