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cell type specific grns for portia and grnboost2
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janursa committed Sep 17, 2024
1 parent 423be33 commit fb851e7
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977 changes: 977 additions & 0 deletions runs.ipynb

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11 changes: 11 additions & 0 deletions scripts/sbatch/batch_grnboost2.sh
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#!/bin/bash
#SBATCH --time=12:00:00
#SBATCH --job-name=grnboost2
#SBATCH --output=logs/%j.out
#SBATCH --error=logs/%j.err
#SBATCH --mail-type=END
#SBATCH [email protected]
#SBATCH --cpus-per-task=20
#SBATCH --mem=64G

singularity exec ../../images/scenic python src/methods/single_omics/grnboost2/script.py
11 changes: 11 additions & 0 deletions scripts/sbatch/batch_portia.sh
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#!/bin/bash
#SBATCH --time=2:00:00
#SBATCH --job-name=portia
#SBATCH --output=logs/%j.out
#SBATCH --error=logs/%j.err
#SBATCH --mail-type=END
#SBATCH [email protected]
#SBATCH --cpus-per-task=20
#SBATCH --mem=120G

singularity exec ../../images/portia python src/methods/single_omics/portia/script.py
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11 changes: 11 additions & 0 deletions scripts/sbatch/batch_scenicplus.sh
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#!/bin/bash
#SBATCH --time=2:00:00
#SBATCH --job-name=scenicplus
#SBATCH --output=logs/%j.out
#SBATCH --error=logs/%j.err
#SBATCH --mail-type=END
#SBATCH [email protected]
#SBATCH --cpus-per-task=20
#SBATCH --mem=64G

singularity exec ../../images/scenicplus_old python src/methods/multi_omics/scenicplus/script.py
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5 changes: 3 additions & 2 deletions src/control_methods/baseline_corr/script.py
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## VIASH START
par = {
'multiomics_rna': 'resources/grn-benchmark/multiomics_rna.h5ad',
'multiomics_rna': 'resources/grn-benchmark/perturbation_data.h5ad',
'tf_all': 'resources/prior/tf_all.csv',
'causal': True,
'metacell': False,
'cell_type_specific': True,
'impute': False,
'max_n_links': 50000,
'corr_method': 'pearson'
'corr_method': 'pearson',
'prediction': 'resources/grn_models/positive_control.csv'
}
## VIASH END
print(par)
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