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Commit 19c41f70 authored by Jefferson Chen's avatar Jefferson Chen
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......@@ -25,7 +25,13 @@ install.packages(c("Matrix", "data.table", "pracma", "dplyr"))
## Get Protein Prediction from sciPENN
To get the protein prediction from sciPENN, run the file **./sciPENN/preprocessing_data.ipynb**. For time effiency, we chosed 8000 cells randomly instead of using the entire datasets. The gene and protein expressions are stored in the file **./scGNN/sample_Data/pmbc/Gene/original_top_expression.csv** and **./scGNN/sample_Data/pmbc/Protein/original_top_expression.csv** respectively.
To get the protein prediction from sciPENN, run the file **./sciPENN/preprocessing_data.ipynb**. Download the data from [Box](https://upenn.app.box.com/s/1p1f1gblge3rqgk97ztr4daagt4fsue5) and place it under the folder **./sciPENN/Data**
For time effiency, we chosed 8000 cells randomly instead of using the entire datasets. The gene and protein expressions are stored in the file
**./scGNN/sample_Data/pmbc/Gene/original_top_expression.csv** and
**./scGNN/sample_Data/pmbc/Protein/original_top_expression.csv** respectively.
## Run LTMG
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img/Mindmap.png

94.9 KiB

# python == 3.8.19
torch == 1.13.1
scanpy == 1.9.8
pandas == 2.0.3
numpy == 1.23.5
scipy == 1.10.1
tqdm == 4.66.4
anndata == 0.9.2
matplotlib == 3.7.5
# numba == 0.56.4
umap-learn == 0.5.6
# seaborn == 0.11.2
similarity-index-of-label-graph == 2.0.1
sciPENN == 0.9.5
scikit-misc
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