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Pushing the docs for revision for branch: master, commit 323bcea80d394a276d51dc017abde5de1e0767a3
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dev/_downloads/plot_cluster_comparison.py

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clusters for the methods that needs this parameter
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specified. Note that affinity propagation has a tendency to
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create many clusters. Thus in this example its two parameters
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(damping and per-point preference) were set to to mitigate this
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(damping and per-point preference) were set to mitigate this
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behavior.
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"""
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print(__doc__)

dev/_downloads/plot_johnson_lindenstrauss_bound.py

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Empirical validation
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====================
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We validate the above bounds on the the digits dataset or on the 20 newsgroups
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We validate the above bounds on the digits dataset or on the 20 newsgroups
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text document (TF-IDF word frequencies) dataset:
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- for the digits dataset, some 8x8 gray level pixels data for 500

dev/_downloads/plot_spectral_coclustering.py

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==============================================
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This example demonstrates how to generate a dataset and bicluster it
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using the the Spectral Co-Clustering algorithm.
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using the Spectral Co-Clustering algorithm.
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The dataset is generated using the ``make_biclusters`` function, which
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creates a matrix of small values and implants bicluster with large
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