CDAPS Python Utilities

Library that enables invocation of Community Detection APplication and Service algorithms via Python

Warning

cdapsutil is experimental and may contain errors and interfaces may change

Dependencies

Compatibility

Python 3.4+

Installation

pip install cdapsutil

or directly via:

git clone https://github.com/idekerlab/cdapsutil
cd cdapsutil
python setup.py install

Usage

Run Community Detection

import json
import cdapsutil
import ndex2


# Download BioGRID: Protein-Protein Interactions (SARS-CoV) from NDEx
client = ndex2.client.Ndex2()
client_resp = client.get_network_as_cx_stream('669f30a3-cee6-11ea-aaef-0ac135e8bacf')
net_cx = ndex2.create_nice_cx_from_raw_cx(json.loads(client_resp.content))

# Create CommunityDetection object
cd = cdapsutil.CommunityDetection()

# Run HiDeF on CDAPS REST service
hier_net = cd.run_community_detection(net_cx, algorithm='hidef')

Run Functional Enrichment

Coming soon...

Cite CDAPS

If you find this utility and service useful, please cite:

Singhal A, Cao S, Churas C, Pratt D, Fortunato S, Zheng F, et al. (2020) Multiscale community detection in Cytoscape. PLoS Comput Biol 16(10): e1008239. https://doi.org/10.1371/journal.pcbi.1008239

Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.