A package to identify cell types using Bayesian scoring
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- Note: This software package is yet to be published (unpublished)! If you have used it for publication purpose, please share authorship with MD. BABU MIA, PHD; ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI. Contact for detials: md.babu.mia@mssm.edu
CellIdentifierDX
CellIdentifierDX is a Python package for identifying cell types using Bayesian scoring.
Installation
You can install CellIdentifierDX using pip:
pip install cellidentifierdx
Usage
Here's a basic example of how to use CellIdentifierDX:
from cellidentifierdx import annotate_cell_types
reference_file = "/path/to/your/reference_file.xlsx"
expr_file = "/path/to/your/expr_file.csv"
tissue, cell_type_annotations = annotate_cell_types(reference_file, expr_file, 'sheetname')
for cluster_idx, cell_type, avg_score in cell_type_annotations:
print(f"Cluster {cluster_idx} is annotated as {cell_type} with average Bayesian score of {avg_score}.")
License
MIT
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