gshapa 0.1

Gene Set Analysis for Single-Cell RNA-seq Using Random Forest and SHAP Valuese

GSHAPA: Gene Set Analysis for Single-Cell RNA-seq Using Random Forest and SHAP Values

This Python package Gene Set Analysis for Single-Cell RNA-seq Using Random Forest and SHAP Values

Installation:

pip install gshapa

Documentation:

grenadine.readthedocs.io

Tutorials:

Check the jupyter notebook tutorials located in the tutorial folder

• simulator.ipynb for the assessment of the method on synthetic data
• MS-dataset-RF-1percent.ipynb, DN-RF-1percent.ipynb, DII-RF-1percent.ipynb, COVID-RF-1percent.ipynb and AD-RF-1percent.ipynb for different bio-medical applications

Authors:

For bug reports and feedback do not hesitate to contact the authors

• Sergio Peignier: sergio.peignier AT insa-lyon.fr
• Sara Khademioureh: khademio AT ualberta.ca

Maintainer:

• Sergio Peignier: sergio.peignier AT insa-lyon.fr