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add images and thumbnails to pages
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docs/conf.py

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# nbsphinx configuration
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# nbsphinx_allow_errors = True
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nbsphinx_thumbnails = {
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#'notebooks/1. Querying Attributions (MS1 signature)': '_static/query_thumbnail_1.png',
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#'notebooks/2. Generating Attributions': '_static/generate_thumbnail_1.png',
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'notebooks/1. Querying Attributions': '_static/query_thumbnail.png',
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'notebooks/2. Generating Attributions': '_static/generate_thumbnail.png',
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}
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# Add any paths that contain templates here, relative to this directory.

docs/index.rst

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Attribution scores can be used for rapid gene signature scoring across database
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of 22 million single cell transcriptomes.
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.. image:: _static/overview_image.png
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:width: 75%
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:align: center
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Capabilities
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--------------------------------------------------------------------------------
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:mod:`signature.signature` provides tools to query attributions across dozens of cell types from hundreds of studies.
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.. image:: _static/query_image.png
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:width: 75%
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:align: center
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Generate attributions
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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:mod:`signature.signature` also provides tools to generate attribution scores on new data that can be integrated with out existing scores.
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.. image:: _static/generate_image.png
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:width: 75%
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:align: center
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Indices
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--------------------------------------------------------------------------------
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docs/tutorials.rst

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.. nbgallery::
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Querying Attributions <notebooks/1. Querying Attributions.ipynb>
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Generating Attributions <notebooks/2. Generating Attributions.ipynb>
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Querying Attributions <notebooks/1. Querying Attributions>
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Generating Attributions <notebooks/2. Generating Attributions>

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