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config.yml
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config.yml
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# target directory
output_dir: /project/kleinman/hussein.lakkis/from_hydra/test
# path to reference to train classifiers on (cell x gene raw counts)
training_reference: /project/kleinman/hussein.lakkis/from_hydra/2022_01_10-Datasets/Cortex/p0/expression.csv
# path to annotations for the reference (csv file with cellname and label headers)
reference_annotations: /project/kleinman/hussein.lakkis/from_hydra/2022_01_10-Datasets/Cortex/p0/labels.csv
# path to query datasets (cell x gene raw counts)
query_datasets:
- /project/kleinman/hussein.lakkis/from_hydra/Collab/HGG_Selin_Revision/test/BT2016062/expression.csv
- /project/kleinman/hussein.lakkis/from_hydra/Collab/HGG_Selin_Revision/test/P-1694_S-1694_multiome/expression.csv
- /project/kleinman/hussein.lakkis/from_hydra/Collab/HGG_Selin_Revision/test/P-1701_S-1701_multiome/expression.csv
# step to check if some genes are kept in the common gene space between ref and query
check_genes: False
# path for the genes required
genes_required: Null
# rejection option for SVM
rejection: True
# classifiers to run
tools_to_run:
- ACTINN
- scHPL
- scClassify
- correlation
- scmapcluster
- scPred
- SingleCellNet
- SVM_reject
- SingleR
- CHETAH
- scmapcell
- SciBet
# benchmark tools on reference
benchmark: False
plots: True
consensus:
- all