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SDSS Spectrum Example
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Stellar Parameters Hess Diagram
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WMAP plotting with HEALPix
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SDSS Data Release 7 Quasar catalog
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Example of downloading and processing SDSS spectra
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SDSS Line-ratio Diagrams
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WMAP power spectrum analysis with HealPy
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SDSS Standard Star catalog
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SDSS “Great Wall”
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SDSS Spectroscopic Galaxy Sample
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NASA Sloan Atlas
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RR-Lyrae Magnitudes
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Corrected Spectra
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SDSS Galaxy Colors
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Plot the power spectrum of LIGO
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SDSS Imaging
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SDSS Filters
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SDSS Moving Object Catalog
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Data Processing Algorithms
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Curse of Dimensionality: Volume Ratio
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Catalog cross-matching
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Linear Sum of Gaussians
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Bayesian Blocks for Histograms
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<span id="example-algorithms"></span><h1>Data Processing Algorithms<a class="headerlink" href="#data-processing-algorithms" title="Permalink to this headline">¶</a></h1>
<p>These figures and examples show some of the data processing and algorithmic
tools enabled by astroML and other Python packages. For more examples,
see the <a class="reference internal" href="../../book_figures/index.html#book-fig-root"><span class="std std-ref">figures</span></a> from the textbook.</p>
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<div class="figure align-center" id="id1">
<a class="reference external image-reference" href="./fig_volume_ratio.html"><img alt="../../_images/fig_volume_ratio_1_thumb.png" src="../../_images/fig_volume_ratio_1_thumb.png" /></a>
<p class="caption"><span class="caption-text"><a class="reference internal" href="fig_volume_ratio.html#example-algorithms-fig-volume-ratio"><span class="std std-ref">Curse of Dimensionality: Volume Ratio</span></a></span><a class="headerlink" href="#id1" title="Permalink to this image">¶</a></p>
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<a class="reference external image-reference" href="./plot_crossmatch.html"><img alt="../../_images/plot_crossmatch_1_thumb.png" src="../../_images/plot_crossmatch_1_thumb.png" /></a>
<p class="caption"><span class="caption-text"><a class="reference internal" href="plot_crossmatch.html#example-algorithms-plot-crossmatch"><span class="std std-ref">Catalog cross-matching</span></a></span><a class="headerlink" href="#id2" title="Permalink to this image">¶</a></p>
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<a class="reference external image-reference" href="./plot_spectrum_sum_of_norms.html"><img alt="../../_images/plot_spectrum_sum_of_norms_1_thumb.png" src="../../_images/plot_spectrum_sum_of_norms_1_thumb.png" /></a>
<p class="caption"><span class="caption-text"><a class="reference internal" href="plot_spectrum_sum_of_norms.html#example-algorithms-plot-spectrum-sum-of-norms"><span class="std std-ref">Linear Sum of Gaussians</span></a></span><a class="headerlink" href="#id3" title="Permalink to this image">¶</a></p>
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<div class="figure align-center" id="id4">
<a class="reference external image-reference" href="./plot_bayesian_blocks.html"><img alt="../../_images/plot_bayesian_blocks_1_thumb.png" src="../../_images/plot_bayesian_blocks_1_thumb.png" /></a>
<p class="caption"><span class="caption-text"><a class="reference internal" href="plot_bayesian_blocks.html#example-algorithms-plot-bayesian-blocks"><span class="std std-ref">Bayesian Blocks for Histograms</span></a></span><a class="headerlink" href="#id4" title="Permalink to this image">¶</a></p>
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