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@@ -25,3 +25,38 @@ More details can be found in section :doc:`evaluation`. | |
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In the future, other prior knowledge can be incorporated in the pipeline to allow for evaluation with binary classification metrics and as an additional control method. | ||
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Installation | ||
------------ | ||
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You need to have Docker, Java, and Viash installed. Follow `these instructions <https://openproblems.bio/documentation/fundamentals/requirements/>`_ to install the required dependencies. | ||
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Download resources | ||
------------------ | ||
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.. code-block:: bash | ||
git clone [email protected]:openproblems-bio/task_grn_benchmark.git | ||
cd task_grn_benchmark | ||
# download resources | ||
scripts/download_resources.sh | ||
Infer a GRN | ||
----------- | ||
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.. code-block:: bash | ||
viash run src/methods/dummy/config.vsh.yaml -- --multiomics_rna resources/grn-benchmark/multiomics_rna.h5ad --multiomics_atac resources/grn-benchmark/multiomics_atac.h5ad --prediction output/dummy.csv | ||
Similarly, run the command for other methods. | ||
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Evaluate a GRN | ||
-------------- | ||
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.. code-block:: bash | ||
scripts/run_evaluation.sh --grn resources/grn-benchmark/grn_models/collectri.csv | ||
Similarly, run the command for other GRN models. |