SpatialRNA - A package that provides easier inferface to GNN models for single-molecule ST data analysis
Using Conda and pip¶
conda create -n dev-spatialrna
conda activate dev-spatialrna
conda install python=3.10.0torch 2.4.0 cuda version 12.4¶
pip install torch==2.4.0 --index-url https://download.pytorch.org/whl/cu124torch_geometric=2.6.1¶
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pip install torch_geometric==2.6.1Additional useful libraries¶
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pip install pyg_lib torch_scatter torch_sparse torch_cluster torch_spline_conv -f https://data.pyg.org/whl/torch-2.4.0+cu124.htmlAdditional packages for clustering and plotting¶
pip install tqdm \
scipy \
scikit-learn \
pandas \
matplotlib \
opencv-python Install spatialrna¶
pip install spatialrnaManuscript¶
- Lyu, R., Vannan, A., Kropski, J. A., Banovich, N. E., & McCarthy, D. J. (2025). SpatialRNA: a python package for easy application of Graph Neural Network models on single-molecule spatial transcriptomics dataset. 10.1101/2025.03.20.644258