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Ollivier-Ricci curvature for -omic network analysis

Project description

ORC-Omics

Welcome to ORCO: Ollivier-Ricci curvature for omic data analysis. Details about the tool and implementation are found at [insert biorxiv link].

How to install

ORCO can be installe via pip: pip install orco

Examples (jupyter notebook)

  • Example 1: This illustrates ORCO on nodal values using a toy 6-node network
  • Example 2: This illustrates ORCO on a 90 node network incoporating edges from the Human Protein Reference Database and RNA-seq data from the MMRF CoMMpass dataset.

Issues

For any issues, please feel free to contact Anish (aksimhal [at] gmail) or open an issue.

Project details


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