scMODD

singls-cell MOdel-driven Doublet Detection(scMODD) a model-driven algorithm to detect doublets in scRNA-seq data.

• scMODO_with_combined_features.ipynb contains the scripts of scMODD using combined features from scDblfinder
• doublet_dominated_cluster_detection.ipynb contains the scripts of detecting doublet-dominated clusters using DBSCAN and Leiden
• doublet_simulator.ipynb contains the scripts of simulating artificial doublets
• Please refer to the main.py file for an example of using scMODD on the demo data.