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Merge branch 'main' of github.com:idekerlab/cellmaps_image_embedding
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docs/outputs.rst

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@@ -9,9 +9,27 @@ Below is the list and description of each output generated by the tool.
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- ``image_emd.tsv``:
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A tab-separated file containing the generated embeddings for each image. Each row corresponds to an image and the subsequent columns contain the embedding vector.
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.. code-block::
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1 2 3 4
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BPTF -0.037030112 -0.139459819 0.417184144 0.386600941
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KAT2B 0.02969132 -0.139459819 -0.038685802 0.136547908
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PARP1 -0.037030112 -0.139459819 0.540370524 0.119614214
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MSL1 0.18169874 -0.139459819 -0.038685802 0.152157351
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KAT6B -0.037030112 -0.139459819 0.308141887 0.257056117
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- ``labels_prob.tsv``:
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This tab-separated file contains probability scores for each of the 28 possible protein labels (e.g., Nucleoplasm, N. membrane, etc.) for each image.
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.. code-block::
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Nucleoplasm N. membrane Nucleoli N. fibrillar c.
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BPTF 0.740698278 0.270941526 0.147179633 0.149313971
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KAT2B 0.38626197 0.092356719 0.36738047 0.238842875
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PARP1 0.596435964 0.100168504 0.382214785 0.179471999
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MSL1 0.195862561 0.01370267 0.101418771 0.038516384
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KAT6B 0.606423676 0.101763181 0.337655455 0.201311186
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- ``model.pth``:
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The pre-trained Densenet model used for image embedding.
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